{
  "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
  "kind": "empresa",
  "canonical_name": "Seguridad Industrial e Ingenieria Limitada",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77544690-0"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 302,
      "monto_sum": 86788844.0,
      "groups": [
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 12284044.0,
          "date_min": "2007-05-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 22800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2122-29-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 170000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-92-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 156960.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2270-66-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 307378.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-310-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 67300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2078-103-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 45000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2078-194-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-10",
              "monto": 365779.0,
              "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=924-697-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-21",
              "monto": 3570000.0,
              "date_to": "2012-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1376-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-05",
              "monto": 144942.0,
              "date_to": "2009-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-1675-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-22",
              "monto": 202300.0,
              "date_to": "2007-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-914-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": 10333883.0,
          "date_min": "2007-03-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 46000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1507-12-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1420636.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1505-14-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 86662.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1180-26-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 109600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=975-53-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 505.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=997-84-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 249060.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=893-4-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 37500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1185-2-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 609500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=994-95-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 393472.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1505-13-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 243800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=994-120-L107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 5930833.0,
          "date_min": "2007-03-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-03-30",
              "monto": 141334.0,
              "date_to": "2007-03-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1158-35-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 120625.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=720-162-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2021550.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=612-220-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-09",
              "monto": 50610.0,
              "date_to": "2007-04-09",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=907-21-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 126000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=720-233-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-18",
              "monto": 149940.0,
              "date_to": "2007-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=720-617-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-10-02",
              "monto": 543175.0,
              "date_to": "2014-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1160-920-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-11",
              "monto": 143543.0,
              "date_to": "2007-05-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=720-407-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-29",
              "monto": 168187.0,
              "date_to": "2007-03-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1158-104-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 5468974.0,
          "date_min": "2007-04-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 6600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1960-38-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1215000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1145-252-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 660000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1145-190-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-01",
              "monto": 628320.0,
              "date_to": "2008-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1145-358-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 4376576.0,
          "date_min": "2007-06-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 128600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1017-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 574800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-63-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-28",
              "monto": 73000.0,
              "date_to": "2008-07-28",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1411-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 114000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1195-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 528405.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-774-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-06",
              "monto": 1104320.0,
              "date_to": "2007-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1139-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-02",
              "monto": 153034.0,
              "date_to": "2008-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1123-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-28",
              "monto": 86870.0,
              "date_to": "2008-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-11937-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-01",
              "monto": 431375.0,
              "date_to": "2008-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1470-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-17",
              "monto": 135660.0,
              "date_to": "2008-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1308-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "87e24019-faec-479d-bb6f-25bfc2814a75",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4176900.0,
          "date_min": "2012-12-07",
          "date_max": "2012-12-07",
          "sample": [
            {
              "date": "2012-12-07",
              "monto": 4176900.0,
              "date_to": "2012-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5023-312-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4037946.0,
          "date_min": "2016-05-10",
          "date_max": "2016-05-10",
          "sample": [
            {
              "date": "2016-05-10",
              "monto": 4037946.0,
              "date_to": "2016-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1442-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "54acb6c0-26ec-4e35-84d6-d9296f400baa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE GEOLOGIA Y MINERIA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2950283.0,
          "date_min": "2007-05-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-10-30",
              "monto": 150000.0,
              "date_to": "2007-10-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=873-98-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 75000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=873-61-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-21",
              "monto": 602245.0,
              "date_to": "2008-08-21",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1562-11171-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-22",
              "monto": 716671.0,
              "date_to": "2008-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-11867-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-21",
              "monto": 178500.0,
              "date_to": "2007-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=873-669-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-22",
              "monto": 176060.0,
              "date_to": "2009-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-1815-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-29",
              "monto": 89250.0,
              "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=873-297-OC07",
              "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": 7,
          "monto_sum": 2144408.0,
          "date_min": "2008-08-05",
          "date_max": "2019-08-27",
          "sample": [
            {
              "date": "2008-08-05",
              "monto": 575100.0,
              "date_to": "2008-08-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5520-281-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-18",
              "monto": 200634.0,
              "date_to": "2008-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-12326-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-18",
              "monto": 190757.0,
              "date_to": "2008-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-12322-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-08-27",
              "monto": 511874.0,
              "date_to": "2019-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5942-114-SE19",
              "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": 2080580.0,
          "date_min": "2014-12-17",
          "date_max": "2014-12-17",
          "sample": [
            {
              "date": "2014-12-17",
              "monto": 2080580.0,
              "date_to": "2014-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-2012-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ae0248f1-0e86-4d32-b4b0-3a3f826d7eb7",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 1778234.0,
          "date_min": "2007-02-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 83734.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-441-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 427290.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-81-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 90683.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-260-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-11",
              "monto": 61250.0,
              "date_to": "2007-05-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-122-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 65600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-152-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 83423.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-09",
              "monto": 99273.0,
              "date_to": "2007-02-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-94-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-17",
              "monto": 72887.0,
              "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=3268-291-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-05",
              "monto": 508475.0,
              "date_to": "2007-04-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-226-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-26",
              "monto": 78064.0,
              "date_to": "2007-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-335-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 1753017.0,
          "date_min": "2007-05-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 236800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-663-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 78950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-389-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 163346.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-334-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 246600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-1002-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-08",
              "monto": 293454.0,
              "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=3261-2059-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-17",
              "monto": 194381.0,
              "date_to": "2007-05-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-784-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-21",
              "monto": 85680.0,
              "date_to": "2007-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1609-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-09-26",
              "monto": 78064.0,
              "date_to": "2011-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2479-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "13eaecce-3cc0-465c-b6b6-cacba9a1d791",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ATACAMA HOSPITAL COPIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1610851.0,
          "date_min": "2007-01-23",
          "date_max": "2015-04-29",
          "sample": [
            {
              "date": "2007-01-23",
              "monto": 43800.0,
              "date_to": "2007-01-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1554-13-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-23",
              "monto": 52122.0,
              "date_to": "2007-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1554-91-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1422566.0,
          "date_min": "2007-02-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 230806.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-64-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 418768.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-265-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-18",
              "monto": 498333.0,
              "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=2731-334-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-14",
              "monto": 274659.0,
              "date_to": "2007-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2731-201-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fab5d781-46ad-46e1-9d62-e89ffa5098bf",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Nacional de Hidráulicas - INH"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1412306.0,
          "date_min": "2008-12-18",
          "date_max": "2008-12-18",
          "sample": [
            {
              "date": "2008-12-18",
              "monto": 1412306.0,
              "date_to": "2008-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=728-11259-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "557fda55-0db3-40a9-b272-72111ece96ea",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1146246.0,
          "date_min": "2007-05-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 523400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-80-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-14",
              "monto": 622846.0,
              "date_to": "2007-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-161-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e2d7c972-baa1-494f-87f6-2a6b321697fe",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE CONCON"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1099821.0,
          "date_min": "2007-06-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 88500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2594-194-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-18",
              "monto": 906006.0,
              "date_to": "2011-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2594-822-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-20",
              "monto": 105315.0,
              "date_to": "2007-06-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2594-295-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1090456.0,
          "date_min": "2010-03-04",
          "date_max": "2010-04-15",
          "sample": []
        },
        {
          "other": {
            "id": "024ac523-2d79-4995-87bd-e0fbd2ee5f68",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA FLORIDA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1002341.0,
          "date_min": "2008-01-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-01-29",
              "monto": 122170.0,
              "date_to": "2008-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-49-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e81afdee-7e55-4449-a40d-6dad093633e3",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 990379.0,
          "date_min": "2007-07-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-04-21",
              "monto": 72730.0,
              "date_to": "2008-04-21",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3246-198-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 242400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3246-525-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 36070.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3246-644-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-01",
              "monto": 241927.0,
              "date_to": "2008-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-696-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-15",
              "monto": 84259.0,
              "date_to": "2008-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-267-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-29",
              "monto": 270070.0,
              "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=3246-376-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 960446.0,
          "date_min": "2007-04-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 438560.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1736-284-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-10",
              "monto": 521886.0,
              "date_to": "2007-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-1051-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 960376.0,
          "date_min": "2008-06-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 43500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=930-54-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 250000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=929-36-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-26",
              "monto": 51765.0,
              "date_to": "2008-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=930-156-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2c954227-f930-4286-9a70-f57159da1969",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coihueco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 946080.0,
          "date_min": "2008-06-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 432000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=229-136-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-16",
              "monto": 514080.0,
              "date_to": "2008-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=229-164-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0026457a-6065-4d1f-ad78-3065928e3b16",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA SERENA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 905127.0,
          "date_min": "2007-06-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 356300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2450-953-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 57000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2450-837-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-23",
              "monto": 423997.0,
              "date_to": "2007-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2450-970-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-26",
              "monto": 67830.0,
              "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=2450-823-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "245fa11f-a574-44e8-b25c-e8edff497fc6",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE SAN PEDRO DE ATACAMA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 884760.0,
          "date_min": "2008-04-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 404000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4999-7-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2c50a598-f56c-4ff7-a388-179fd72592b9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lampa"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 769566.0,
          "date_min": "2007-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 120000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3877-183-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-27",
              "monto": 321300.0,
              "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=3877-392-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-18",
              "monto": 328266.0,
              "date_to": "2009-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3877-254-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 734692.0,
          "date_min": "2007-06-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 158800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2291-738-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 176676.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2291-600-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-04",
              "monto": 188972.0,
              "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=2291-1578-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-08",
              "monto": 210244.0,
              "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=2291-1360-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "50972d8c-1e64-4de1-8c41-995fdd776ae3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 576529.0,
          "date_min": "2007-03-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 61188.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-182-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 36500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-428-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-14",
              "monto": 226100.0,
              "date_to": "2010-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-4299-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-12",
              "monto": 72813.0,
              "date_to": "2007-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-1377-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 567210.0,
          "date_min": "2008-06-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 259000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-619-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-19",
              "monto": 308210.0,
              "date_to": "2008-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-536-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "075f915f-46af-4d5c-9494-af59a35b0776",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA SUR HOSPITAL DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 472300.0,
          "date_min": "2007-11-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 270000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1979-436-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-28",
              "monto": 202300.0,
              "date_to": "2007-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1979-1491-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8229cc8-a319-45d0-b737-c355bafb1fe6",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 470917.0,
          "date_min": "2007-04-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 68151.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3145-228-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 36000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3145-1012-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 110880.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3145-318-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-17",
              "monto": 131947.0,
              "date_to": "2007-05-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-432-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-27",
              "monto": 81099.0,
              "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=3145-327-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-29",
              "monto": 42840.0,
              "date_to": "2007-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-1296-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 464280.0,
          "date_min": "2007-07-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 212000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2393-406-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8aa0b7e0-f0f4-4b68-a119-e3b3fd209ab9",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 451588.0,
          "date_min": "2007-05-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 52350.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-243-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 153855.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-149-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-15",
              "monto": 62296.0,
              "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=3046-569-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2198f7d2-8ae8-4f88-964a-f688d821a7cd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puchuncavi"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 427488.0,
          "date_min": "2007-01-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 195200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4008-10-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 413034.0,
          "date_min": "2007-04-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 152600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-256-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 36000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-25-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-11",
              "monto": 42840.0,
              "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=2756-58-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 405150.0,
          "date_min": "2007-05-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 185000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2671-115-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-30",
              "monto": 220150.0,
              "date_to": "2007-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2671-126-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 395601.0,
          "date_min": "2007-04-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 180640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-307-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-18",
              "monto": 214961.0,
              "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=1658-415-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "850a895f-fd93-42a7-a2d2-fd4ec9426657",
            "kind": "institucion_publica",
            "canonical_name": "Cámara de Diputados de Chile"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 377164.0,
          "date_min": "2010-11-09",
          "date_max": "2010-11-09",
          "sample": [
            {
              "date": "2010-11-09",
              "monto": 377164.0,
              "date_to": "2010-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4686-2495-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2ef0cac0-e56b-4181-b55b-d4a4c4e1ceed",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE BUIN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 365815.0,
          "date_min": "2007-06-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 106724.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2721-210-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 127001.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2721-261-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "444a69c0-fac8-4906-96b2-fa7b89bdb1cd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Llay Llay"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 357846.0,
          "date_min": "2008-06-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 163400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3882-91-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-14",
              "monto": 194446.0,
              "date_to": "2008-06-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3882-946-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fdf162e-255a-4a27-b372-0d3eaf2ed26e",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 306600.0,
          "date_min": "2008-03-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 140000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2952-96-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 305067.0,
          "date_min": "2007-05-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 92800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3013-89-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 46500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3013-100-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-15",
              "monto": 55335.0,
              "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=3013-200-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e078aa2f-91c7-415e-9a95-10038c0c1789",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Rio Bueno"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 295650.0,
          "date_min": "2007-09-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 135000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3833-262-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-20",
              "monto": 160650.0,
              "date_to": "2007-09-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3833-416-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": 269534.0,
          "date_min": "2007-03-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 33675.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1770-9-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 89400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1033-39-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-20",
              "monto": 106386.0,
              "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=1033-144-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "23eb5468-7064-4c2e-a84d-e8d7c5dbb1a5",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 262800.0,
          "date_min": "2008-08-25",
          "date_max": "2008-08-27",
          "sample": [
            {
              "date": "2008-08-25",
              "monto": 120000.0,
              "date_to": "2008-08-25",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3187-11042-L108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 258299.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 100394.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2961-855-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-23",
              "monto": 38437.0,
              "date_to": "2007-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-1256-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "24a9cd20-1019-447f-bf22-1aed887b8c30",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Loncoche"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 257544.0,
          "date_min": "2007-07-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 117600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3151-113-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-13",
              "monto": 139944.0,
              "date_to": "2007-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3151-280-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 257018.0,
          "date_min": "2008-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 117360.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-139-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c601b28a-541e-4d09-9ab7-f32e27dd8f54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL L"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 242666.0,
          "date_min": "2007-07-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 66247.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2258-214-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1880769c-fe8a-4dcb-914a-7c5df5194864",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 236520.0,
          "date_min": "2007-06-27",
          "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=1953-101-CO07",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 40,
        "count": 69,
        "monto_sum": 5100533.0
      }
    }
  },
  "card_updated_at": "2026-07-21T10:29:58.186772+00:00",
  "insights": {
    "stats": {
      "grado": 302,
      "monto_sum": 86788844.0,
      "grado_pctl": 0.5029840848806366,
      "monto_pctl": 0.1879973474801061,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-17",
            "monto": 186782.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2270-479-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-02",
            "monto": 27132.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-276-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-06",
            "monto": 80087.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-625-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-22",
            "monto": 202300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-914-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-10",
            "monto": 365779.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-697-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-08",
            "monto": 318325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-865-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-01",
            "monto": 66640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1746-288-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-29",
            "monto": 2561065.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=162-11769-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 385226.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-11697-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-27",
            "monto": 659640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-12206-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-15",
            "monto": 262990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-426-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-06",
            "monto": 542640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-654-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-05",
            "monto": 144942.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-1675-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-29",
            "monto": 1817558.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-933-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-21",
            "monto": 3570000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1376-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 22800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2122-29-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 67300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2078-103-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 156960.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2270-66-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 307378.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-310-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 170000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-92-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 267500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-473-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 45000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2078-194-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 56000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1746-121-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12284044.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-15",
            "monto": 54740.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1507-66-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-29",
            "monto": 44625.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1185-17-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-13",
            "monto": 296381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=893-8-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-09",
            "monto": 1690556.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1505-46-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-09",
            "monto": 468231.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1505-45-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-18",
            "monto": 59454.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1505-62-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-03",
            "monto": 585837.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-310-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-17",
            "monto": 124485.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-499-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-15",
            "monto": 103127.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180-62-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-12",
            "monto": 130424.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-445-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-31",
            "monto": 725305.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=994-536-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-14",
            "monto": 595000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=997-127-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-16",
            "monto": 385798.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=994-643-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 321300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-11879-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-07",
            "monto": 844186.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-11915-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 46000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1507-12-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 249060.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=893-4-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-23",
            "monto": 110789.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-640-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 104610.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-48-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 37500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1185-2-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 393472.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1505-13-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1420636.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1505-14-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 492300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1019-95-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 86662.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1180-26-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 109600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=975-53-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 505.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=997-84-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 609500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=994-95-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 243800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=994-120-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10333883.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-29",
            "monto": 60225.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=907-148-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-29",
            "monto": 168187.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1158-104-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-11",
            "monto": 143543.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=720-407-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-13",
            "monto": 2405644.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=612-1425-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-18",
            "monto": 149940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=720-617-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-09",
            "monto": 50610.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=907-21-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-30",
            "monto": 141334.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1158-35-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2021550.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=612-220-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 120625.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=720-162-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-02",
            "monto": 543175.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1160-920-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 126000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=720-233-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "name": "SERVICIO AGRICOLA Y GANADERO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5930833.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-05",
            "monto": 7854.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1960-92-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-06",
            "monto": 1445850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1145-500-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-01",
            "monto": 628320.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1145-358-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1960-38-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1215000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1145-252-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-04",
            "monto": 1505350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2055-92-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 660000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1145-190-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "name": "Dirección General de Aeronáutica Civil",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5468974.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-06",
            "monto": 1104320.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1139-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-25",
            "monto": 684012.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-168-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-17",
            "monto": 135660.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1308-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-02",
            "monto": 153034.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1123-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-28",
            "monto": 86870.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-11937-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-01",
            "monto": 431375.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1470-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 528405.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-774-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 574800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-63-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 128600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1017-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 114000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1195-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 362500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1213-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-28",
            "monto": 73000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1411-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4376576.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-29",
            "monto": 89250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=873-297-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-21",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=873-669-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 716671.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-11867-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-24",
            "monto": 962557.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-1399-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-22",
            "monto": 176060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-1815-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 75000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=873-61-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-30",
            "monto": 150000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=873-98-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-21",
            "monto": 602245.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1562-11171-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "54acb6c0-26ec-4e35-84d6-d9296f400baa",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DE GEOLOGIA Y MINERIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2950283.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-18",
            "monto": 237762.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-12331-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-18",
            "monto": 190757.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-12322-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-18",
            "monto": 200634.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-12326-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-18",
            "monto": 282506.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-12329-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-29",
            "monto": 145775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1498-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-08-27",
            "monto": 511874.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5942-114-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-05",
            "monto": 575100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5520-281-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "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": 2144408.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-09",
            "monto": 99273.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-94-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-05",
            "monto": 508475.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-226-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-17",
            "monto": 72887.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-291-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-26",
            "monto": 78064.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-335-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-04",
            "monto": 107912.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-603-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-27",
            "monto": 99643.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-1059-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 427290.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-81-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-11",
            "monto": 61250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-122-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 65600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-152-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 90683.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-260-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83734.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-441-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83423.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3268-32-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "ae0248f1-0e86-4d32-b4b0-3a3f826d7eb7",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1778234.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-14",
            "monto": 93950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-825-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-17",
            "monto": 194381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-784-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-24",
            "monto": 281792.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1301-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-21",
            "monto": 85680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1609-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-08",
            "monto": 293454.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2059-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-26",
            "monto": 78064.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2479-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 163346.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-334-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 78950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-389-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 236800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-663-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 246600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-1002-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1753017.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-23",
            "monto": 52122.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1554-91-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-29",
            "monto": 1514929.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1554-1024-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-01-23",
            "monto": 43800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1554-13-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "13eaecce-3cc0-465c-b6b6-cacba9a1d791",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ATACAMA HOSPITAL COPIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1610851.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-14",
            "monto": 274659.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2731-201-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-18",
            "monto": 498333.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2731-334-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 418768.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-265-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 230806.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-64-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "name": "MUNICIPALIDAD DE PEÑAFLOR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1422566.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-14",
            "monto": 622846.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-161-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 523400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-80-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "98dece5e-2a8d-4bfc-8956-630983d66577",
            "kind": "empresa",
            "name": "Seguridad Industrial e Ingenieria Limitada",
            "role": "ancla"
          },
          {
            "id": "557fda55-0db3-40a9-b272-72111ece96ea",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Curanilahue",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1146246.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 87,
        "monto": 58240084.0,
        "share": 0.671054957247731
      },
      "periodo": {
        "desde": "2007-01-23",
        "hasta": "2019-12-04"
      },
      "monto_total": 86788844.0,
      "n_contratos": 302,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 22441574.0
        },
        {
          "anio": 2008,
          "monto": 15338673.0
        },
        {
          "anio": 2009,
          "monto": 3185175.0
        },
        {
          "anio": 2010,
          "monto": 1804509.0
        },
        {
          "anio": 2011,
          "monto": 2982865.0
        },
        {
          "anio": 2012,
          "monto": 7878990.0
        },
        {
          "anio": 2013,
          "monto": 988256.0
        },
        {
          "anio": 2014,
          "monto": 2623755.0
        },
        {
          "anio": 2015,
          "monto": 1742552.0
        },
        {
          "anio": 2016,
          "monto": 4037946.0
        },
        {
          "anio": 2017,
          "monto": 65319.0
        },
        {
          "anio": 2019,
          "monto": 2460963.0
        }
      ],
      "td_conocidos": 175,
      "n_contrapartes": 90,
      "n_trato_directo": 15,
      "top_contrapartes": [
        {
          "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
          "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
          "monto": 12284044.0,
          "share": 0.1415394356445167
        },
        {
          "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
          "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
          "monto": 10333883.0,
          "share": 0.11906925503005893
        },
        {
          "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
          "name": "SERVICIO AGRICOLA Y GANADERO",
          "monto": 5930833.0,
          "share": 0.0683363520776933
        }
      ],
      "pct_trato_directo": 0.08571428571428572
    },
    "senales": [
      "15 de sus 175 contratos con dato fueron por trato directo (9%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}