{
  "id": "cad42d54-3fab-401f-a035-1db19445a812",
  "kind": "persona",
  "canonical_name": "El Tala",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "13428521-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 159,
      "monto_sum": 67852753.0,
      "groups": [
        {
          "other": {
            "id": "f97b395a-5a05-46d6-8301-f688523f77c6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 12557618.0,
          "date_min": "2008-01-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 5025000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2945-291-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-14",
              "monto": 288000.0,
              "date_to": "2010-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-604-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-06",
              "monto": 1136450.0,
              "date_to": "2011-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-41-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-13",
              "monto": 5979750.0,
              "date_to": "2008-01-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-39-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-03",
              "monto": 128418.0,
              "date_to": "2011-05-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-297-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4dc81e0e-c2e2-48d1-8d9c-216e7bea512c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 11428476.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 111000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3047-573-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-16",
              "monto": 65000.0,
              "date_to": "2007-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-399-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-11-22",
              "monto": 4050000.0,
              "date_to": "2013-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1987-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-02",
              "monto": 60004.0,
              "date_to": "2010-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1833-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-04-14",
              "monto": 1497139.0,
              "date_to": "2014-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-488-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-11-08",
              "monto": 397500.0,
              "date_to": "2013-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1871-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-13",
              "monto": 109956.0,
              "date_to": "2009-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-535-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-10",
              "monto": 898354.0,
              "date_to": "2012-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-986-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-09-24",
              "monto": 59976.0,
              "date_to": "2010-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1743-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-25",
              "monto": 124950.0,
              "date_to": "2012-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-763-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92729df9-8f57-489e-84da-c91a80948a27",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": 10878042.0,
          "date_min": "2007-01-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 180000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-241-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 368000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-430-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 495000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-548-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-07-18",
              "monto": 442680.0,
              "date_to": "2013-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1064-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-29",
              "monto": 535500.0,
              "date_to": "2009-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-816-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-01-08",
              "monto": 374999.0,
              "date_to": "2016-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-27-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-03",
              "monto": 446250.0,
              "date_to": "2009-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-2548-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-20",
              "monto": 148750.0,
              "date_to": "2010-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1068-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-04-22",
              "monto": 397460.0,
              "date_to": "2015-04-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-443-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-11-23",
              "monto": 535500.0,
              "date_to": "2015-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1193-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6421f2e-df41-4261-b05b-99cfb654d6db",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 8756898.0,
          "date_min": "2007-06-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 520000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3156-260-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 413600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3156-560-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-06",
              "monto": 618800.0,
              "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=3156-460-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-19",
              "monto": 492184.0,
              "date_to": "2007-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-925-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-18",
              "monto": 2856000.0,
              "date_to": "2012-01-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-11-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-14",
              "monto": 749700.0,
              "date_to": "2007-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-630-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-01",
              "monto": 3106614.0,
              "date_to": "2011-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-225-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3a8ad1a1-c054-4be5-9316-6ffe87d211d5",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE ABASTECIMIENTO DE LA ARMADA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3828649.0,
          "date_min": "2007-05-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 130600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5226-44-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 212040.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5226-28-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-08",
              "monto": 1190000.0,
              "date_to": "2012-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-84-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-20",
              "monto": 155414.0,
              "date_to": "2007-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-92-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-25",
              "monto": 252327.0,
              "date_to": "2007-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-61-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-03",
              "monto": 1888268.0,
              "date_to": "2010-03-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-12-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 2637109.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 121000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5399-31-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 158030.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=695-38-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-24",
              "monto": 49600.0,
              "date_to": "2007-08-24",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1824-15-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 121250.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1824-25-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 120500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=901-13-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 328600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4313-54-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 305180.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=695-25-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-22",
              "monto": 143990.0,
              "date_to": "2007-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5399-193-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-14",
              "monto": 144287.0,
              "date_to": "2007-12-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1824-319-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-28",
              "monto": 363164.0,
              "date_to": "2007-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=695-225-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f90a8b0-f360-4096-ad12-dfeb2ddb8838",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2399604.0,
          "date_min": "2007-03-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 210000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3086-756-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 160000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3086-206-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-28",
              "monto": 190400.0,
              "date_to": "2008-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-509-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-26",
              "monto": 1472600.0,
              "date_to": "2007-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-243-C107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-16",
              "monto": 210000.0,
              "date_to": "2007-11-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-1381-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-08",
              "monto": 156604.0,
              "date_to": "2009-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-518-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "31a5a738-a0f7-402f-94c7-a5cb457fd4d7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO BIOBIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2288681.0,
          "date_min": "2007-09-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1045060.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4829-102-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-03",
              "monto": 1243621.0,
              "date_to": "2007-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4829-101-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b78a66d3-cfd1-416f-bae4-0c38857246a6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2050251.0,
          "date_min": "2011-05-30",
          "date_max": "2012-09-25",
          "sample": [
            {
              "date": "2012-09-25",
              "monto": 380800.0,
              "date_to": "2012-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=576181-414-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-16",
              "monto": 654500.0,
              "date_to": "2011-08-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=576181-331-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-30",
              "monto": 1014951.0,
              "date_to": "2011-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=576181-205-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bd0b9bec-19f9-491a-bc1e-4de72c5dec29",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO HIDROGRAFICO Y OCEANOGRAFICO DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 972772.0,
          "date_min": "2008-02-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 123200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3073-169-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 256000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3073-13-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-15",
              "monto": 304640.0,
              "date_to": "2008-02-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3073-85-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-29",
              "monto": 146608.0,
              "date_to": "2008-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3073-361-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-22",
              "monto": 142324.0,
              "date_to": "2009-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3073-458-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 874836.0,
          "date_min": "2008-04-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 179400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-61-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-23",
              "monto": 481950.0,
              "date_to": "2008-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-11485-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-28",
              "monto": 213486.0,
              "date_to": "2008-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-175-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5b0c4f8b-d2e0-4e13-acbf-c23c6bf0aaa0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Navidad"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 818839.0,
          "date_min": "2008-11-24",
          "date_max": "2008-11-24",
          "sample": [
            {
              "date": "2008-11-24",
              "monto": 818839.0,
              "date_to": "2008-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3948-11825-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a81f124b-34fd-4a6e-8136-ba1df7c39dae",
            "kind": "institucion_publica",
            "canonical_name": "COMANDO DE APOYO A LA FUERZA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 811818.0,
          "date_min": "2012-06-28",
          "date_max": "2012-06-28",
          "sample": [
            {
              "date": "2012-06-28",
              "monto": 811818.0,
              "date_to": "2012-06-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3394-582-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36e666a8-b981-49ba-b1a0-996c98d7e81c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 678300.0,
          "date_min": "2013-12-30",
          "date_max": "2013-12-30",
          "sample": [
            {
              "date": "2013-12-30",
              "monto": 678300.0,
              "date_to": "2013-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-2775-SE13",
              "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": 4,
          "monto_sum": 477748.0,
          "date_min": "2007-05-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 95200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2952-214-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 122950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2952-265-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-08",
              "monto": 146310.0,
              "date_to": "2007-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2952-380-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-15",
              "monto": 113288.0,
              "date_to": "2008-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2952-395-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00cb0085-4c5b-4af0-9f8c-e0ec574cded5",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 477222.0,
          "date_min": "2007-04-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 217910.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3371-91-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-26",
              "monto": 259312.0,
              "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=3371-311-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "27193522-27cd-416f-bd8b-fc9d858d0260",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 470850.0,
          "date_min": "2008-05-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 215000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2561-144-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-28",
              "monto": 255850.0,
              "date_to": "2008-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2561-972-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92ccad83-2df2-4684-8f24-e8a83970171b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 460119.0,
          "date_min": "2007-07-31",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 145000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-1179-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 65100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-1857-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-31",
              "monto": 172550.0,
              "date_to": "2007-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-3537-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-17",
              "monto": 77469.0,
              "date_to": "2007-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-6295-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 445290.0,
          "date_min": "2007-05-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 99000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2328-248-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-15",
              "monto": 228480.0,
              "date_to": "2008-09-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-12809-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-09",
              "monto": 117810.0,
              "date_to": "2007-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-610-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 434496.0,
          "date_min": "2007-10-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 198400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2471-226-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-23",
              "monto": 236096.0,
              "date_to": "2007-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2471-535-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "963c6e0a-19ae-4f83-9652-330edbc62494",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MOSTAZAL"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 428447.0,
          "date_min": "2007-01-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 4500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1545-2376-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 25500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1545-1180-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1545-1371-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 20140.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1545-178-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 16900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1545-1182-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 5000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1545-1373-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-07",
              "monto": 23966.0,
              "date_to": "2007-02-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1545-805-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-11",
              "monto": 19516.0,
              "date_to": "2007-01-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1545-161-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-05",
              "monto": 5950.0,
              "date_to": "2007-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1545-3902-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-26",
              "monto": 5355.0,
              "date_to": "2007-10-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1545-6135-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a056a1e9-7cd4-4d24-9c4f-479de59db127",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 379495.0,
          "date_min": "2011-10-12",
          "date_max": "2011-10-12",
          "sample": [
            {
              "date": "2011-10-12",
              "monto": 379495.0,
              "date_to": "2011-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3480-432-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 349860.0,
          "date_min": "2009-01-05",
          "date_max": "2009-01-05",
          "sample": [
            {
              "date": "2009-01-05",
              "monto": 349860.0,
              "date_to": "2009-01-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-13575-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "990c972d-826e-48b5-9b80-c252d2b17893",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 324199.0,
          "date_min": "2009-05-06",
          "date_max": "2009-05-27",
          "sample": [
            {
              "date": "2009-05-06",
              "monto": 283400.0,
              "date_to": "2009-05-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539778-101-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-27",
              "monto": 40799.0,
              "date_to": "2009-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539778-109-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 308790.0,
          "date_min": "2007-09-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 141000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3000-184-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-24",
              "monto": 167790.0,
              "date_to": "2007-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3000-612-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "437544f4-38ff-4723-a418-0536c1e4cf58",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 285600.0,
          "date_min": "2012-03-05",
          "date_max": "2012-03-05",
          "sample": [
            {
              "date": "2012-03-05",
              "monto": 285600.0,
              "date_to": "2012-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3196-23-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9e632613-2bb0-432d-ac5b-6b80bd02fd01",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 260872.0,
          "date_min": "2007-11-09",
          "date_max": "2007-11-14",
          "sample": [
            {
              "date": "2007-11-09",
              "monto": 119120.0,
              "date_to": "2007-11-09",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3185-75-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-14",
              "monto": 141752.0,
              "date_to": "2007-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3185-122-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "175d4fbd-9db6-4309-821f-03cf5da0b516",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 221280.0,
          "date_min": "2010-10-27",
          "date_max": "2010-10-27",
          "sample": [
            {
              "date": "2010-10-27",
              "monto": 221280.0,
              "date_to": "2010-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3055-10-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 202300.0,
          "date_min": "2012-04-25",
          "date_max": "2012-04-25",
          "sample": [
            {
              "date": "2012-04-25",
              "monto": 202300.0,
              "date_to": "2012-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=559803-183-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bb862614-ad27-4106-8790-5853bf7ec767",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Fresia"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 199920.0,
          "date_min": "2008-09-02",
          "date_max": "2008-09-02",
          "sample": [
            {
              "date": "2008-09-02",
              "monto": 199920.0,
              "date_to": "2008-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4037-11166-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "076a6fbb-0301-4015-8be0-05759bba0988",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 175036.0,
          "date_min": "2007-09-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 17980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3076-334-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-11-20",
              "monto": 135660.0,
              "date_to": "2013-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3076-551-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-12",
              "monto": 21396.0,
              "date_to": "2007-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3076-385-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2455df25-fd16-4f01-a724-5a0f455df298",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PUDAHUEL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 154700.0,
          "date_min": "2010-12-14",
          "date_max": "2010-12-14",
          "sample": [
            {
              "date": "2010-12-14",
              "monto": 154700.0,
              "date_to": "2010-12-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-3795-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "62e0ee75-1f59-4d29-8aea-29a816bcfb74",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Corral"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 142324.0,
          "date_min": "2011-01-28",
          "date_max": "2011-01-28",
          "sample": [
            {
              "date": "2011-01-28",
              "monto": 142324.0,
              "date_to": "2011-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3988-12-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d4e6490-56ce-4659-b9e5-383cff43e254",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 107344.0,
          "date_min": "2007-08-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 50700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5196-296-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-06",
              "monto": 56644.0,
              "date_to": "2007-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-498-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "14a8069c-f9ed-462c-bf0c-8c6e18d600aa",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Dr. Marcos Chamorro Iglesias"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 85263.0,
          "date_min": "2011-10-12",
          "date_max": "2011-10-12",
          "sample": [
            {
              "date": "2011-10-12",
              "monto": 85263.0,
              "date_to": "2011-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1539-512-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b656e2e5-4ff8-4634-8951-95d13a63a858",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 82599.0,
          "date_min": "2007-07-04",
          "date_max": "2007-07-04",
          "sample": [
            {
              "date": "2007-07-04",
              "monto": 82599.0,
              "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=3166-866-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 82110.0,
          "date_min": "2008-12-11",
          "date_max": "2008-12-11",
          "sample": [
            {
              "date": "2008-12-11",
              "monto": 82110.0,
              "date_to": "2008-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-11429-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e69eba60-6b6b-48d7-a38d-aca89f1ad1cf",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 77945.0,
          "date_min": "2008-09-24",
          "date_max": "2008-09-24",
          "sample": [
            {
              "date": "2008-09-24",
              "monto": 77945.0,
              "date_to": "2008-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5702-12310-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cdbabb35-8dc1-461f-bdd5-66c1a1e3c080",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 57361.0,
          "date_min": "2008-09-29",
          "date_max": "2008-09-29",
          "sample": [
            {
              "date": "2008-09-29",
              "monto": 57361.0,
              "date_to": "2008-09-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1413-12946-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 54740.0,
          "date_min": "2011-09-14",
          "date_max": "2011-09-14",
          "sample": [
            {
              "date": "2011-09-14",
              "monto": 54740.0,
              "date_to": "2011-09-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2393-781-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7c7db2a5-c63a-4915-af3f-eb1d45af18d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freirina"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 47600.0,
          "date_min": "2008-10-21",
          "date_max": "2008-10-21",
          "sample": [
            {
              "date": "2008-10-21",
              "monto": 47600.0,
              "date_to": "2008-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4357-11058-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b04b05ce-1ff7-4533-b691-dbac3be1cb64",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 47600.0,
          "date_min": "2008-09-09",
          "date_max": "2008-09-09",
          "sample": [
            {
              "date": "2008-09-09",
              "monto": 47600.0,
              "date_to": "2008-09-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4054-11053-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "70c4ca29-6f6a-4616-8038-41f8bbfaf87d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE AYSEN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 29750.0,
          "date_min": "2008-12-10",
          "date_max": "2008-12-10",
          "sample": [
            {
              "date": "2008-12-10",
              "monto": 29750.0,
              "date_to": "2008-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2712-11354-SE08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T06:29:05.586911+00:00",
  "insights": {
    "stats": {
      "grado": 159,
      "monto_sum": 67852753.0,
      "grado_pctl": 0.646415943426551,
      "monto_pctl": 0.8357441337190614,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-13",
            "monto": 5979750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-39-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-14",
            "monto": 288000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-604-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-06",
            "monto": 1136450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-41-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-03",
            "monto": 128418.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2945-297-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 5025000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2945-291-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "f97b395a-5a05-46d6-8301-f688523f77c6",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12557618.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-16",
            "monto": 65000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-399-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-16",
            "monto": 89999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-398-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-28",
            "monto": 132090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1174-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-13",
            "monto": 109956.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-535-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-25",
            "monto": 115439.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1467-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-20",
            "monto": 232011.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1461-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-08",
            "monto": 341173.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1659-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-24",
            "monto": 59976.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1743-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-02",
            "monto": 60004.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1833-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-26",
            "monto": 363485.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-858-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-25",
            "monto": 124950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-763-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-10",
            "monto": 898354.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-986-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-14",
            "monto": 1380400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-832-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-28",
            "monto": 1400000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1796-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-08",
            "monto": 397500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1871-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-22",
            "monto": 4050000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1987-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-14",
            "monto": 1497139.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-488-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 111000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3047-573-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "4dc81e0e-c2e2-48d1-8d9c-216e7bea512c",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11428476.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-04",
            "monto": 266560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-29-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-09",
            "monto": 214200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-537-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-27",
            "monto": 437920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-990-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-10",
            "monto": 589050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-46-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-10",
            "monto": 677110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-11844-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-19",
            "monto": 37485.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-193-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-29",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-816-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-15",
            "monto": 107100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-661-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-03",
            "monto": 446250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-2548-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-20",
            "monto": 148750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1068-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-07",
            "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=2950-1969-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-09",
            "monto": 357000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1572-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-23",
            "monto": 761600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1929-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-19",
            "monto": 368900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-2114-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 180000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-241-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-19",
            "monto": 110670.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-884-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-18",
            "monto": 442680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1064-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-24",
            "monto": 1269849.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1645-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-03-10",
            "monto": 332998.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-250-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-28",
            "monto": 209999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-608-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-23",
            "monto": 417963.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1408-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-22",
            "monto": 397460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-443-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-23",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1193-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-24",
            "monto": 446250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1100-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-01-08",
            "monto": 374999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-27-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-03-08",
            "monto": 259999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-183-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 368000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-430-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 495000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-548-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "92729df9-8f57-489e-84da-c91a80948a27",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10878042.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-06",
            "monto": 618800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-460-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-14",
            "monto": 749700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-630-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-19",
            "monto": 492184.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-925-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-01",
            "monto": 3106614.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-225-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-18",
            "monto": 2856000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-11-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 520000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3156-260-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 413600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3156-560-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "d6421f2e-df41-4261-b05b-99cfb654d6db",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8756898.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-25",
            "monto": 252327.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-61-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-20",
            "monto": 155414.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-92-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-03",
            "monto": 1888268.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-12-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-08",
            "monto": 1190000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5226-84-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 212040.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5226-28-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 130600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5226-44-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "3a8ad1a1-c054-4be5-9316-6ffe87d211d5",
            "kind": "institucion_publica",
            "name": "DIRECCION DE ABASTECIMIENTO DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3828649.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-16",
            "monto": 143395.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=901-75-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-24",
            "monto": 59024.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1824-194-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-28",
            "monto": 363164.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=695-225-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-27",
            "monto": 391034.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4313-525-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-12",
            "monto": 188055.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=695-314-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-22",
            "monto": 143990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5399-193-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-14",
            "monto": 144287.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1824-319-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 120500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=901-13-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 305180.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=695-25-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-24",
            "monto": 49600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1824-15-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 328600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4313-54-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 158030.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=695-38-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 121000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5399-31-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 121250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1824-25-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "name": "Servicio Nacional de Menores",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2637109.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-26",
            "monto": 1472600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-243-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-16",
            "monto": 210000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-1381-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-28",
            "monto": 190400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-509-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-08",
            "monto": 156604.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-518-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 210000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3086-756-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 160000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3086-206-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "9f90a8b0-f360-4096-ad12-dfeb2ddb8838",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2399604.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-03",
            "monto": 1243621.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4829-101-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1045060.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4829-102-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "31a5a738-a0f7-402f-94c7-a5cb457fd4d7",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ALTO BIOBIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2288681.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-15",
            "monto": 304640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3073-85-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-29",
            "monto": 146608.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3073-361-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-22",
            "monto": 142324.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3073-458-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 256000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3073-13-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 123200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3073-169-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "bd0b9bec-19f9-491a-bc1e-4de72c5dec29",
            "kind": "institucion_publica",
            "name": "SERVICIO HIDROGRAFICO Y OCEANOGRAFICO DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 972772.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-28",
            "monto": 213486.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-175-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-23",
            "monto": 481950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-11485-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 179400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-61-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 874836.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-08",
            "monto": 146310.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2952-380-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-15",
            "monto": 113288.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2952-395-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 122950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2952-265-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 95200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2952-214-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "7fdf162e-255a-4a27-b372-0d3eaf2ed26e",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 477748.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-26",
            "monto": 259312.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3371-311-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 217910.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3371-91-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "cad42d54-3fab-401f-a035-1db19445a812",
            "kind": "persona",
            "name": "EL TALA",
            "role": "ancla"
          },
          {
            "id": "00cb0085-4c5b-4af0-9f8c-e0ec574cded5",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 477222.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 40,
        "monto": 32988617.0,
        "share": 0.4861794922307721
      },
      "periodo": {
        "desde": "2007-01-04",
        "hasta": "2016-03-08"
      },
      "monto_total": 67852753.0,
      "n_contratos": 159,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 9539336.0
        },
        {
          "anio": 2008,
          "monto": 10592193.0
        },
        {
          "anio": 2009,
          "monto": 2455405.0
        },
        {
          "anio": 2010,
          "monto": 3598851.0
        },
        {
          "anio": 2011,
          "monto": 7821355.0
        },
        {
          "anio": 2012,
          "monto": 7482207.0
        },
        {
          "anio": 2013,
          "monto": 9865059.0
        },
        {
          "anio": 2014,
          "monto": 2458099.0
        },
        {
          "anio": 2015,
          "monto": 1379210.0
        },
        {
          "anio": 2016,
          "monto": 634998.0
        }
      ],
      "td_conocidos": 119,
      "n_contrapartes": 43,
      "n_trato_directo": 22,
      "top_contrapartes": [
        {
          "id": "f97b395a-5a05-46d6-8301-f688523f77c6",
          "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
          "monto": 12557618.0,
          "share": 0.18507160645346254
        },
        {
          "id": "4dc81e0e-c2e2-48d1-8d9c-216e7bea512c",
          "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
          "monto": 11428476.0,
          "share": 0.16843054253082407
        },
        {
          "id": "92729df9-8f57-489e-84da-c91a80948a27",
          "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
          "monto": 10878042.0,
          "share": 0.16031835878494127
        }
      ],
      "pct_trato_directo": 0.18487394957983194
    },
    "senales": [
      "22 de sus 119 contratos con dato fueron por trato directo (18%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}