{
  "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
  "kind": "persona",
  "canonical_name": "Margarita María Aguilera Galaz",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "7060634-8"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 143,
      "monto_sum": 138916597.0,
      "groups": [
        {
          "other": {
            "id": "5ad90a0d-060e-41f9-a67f-db842f294515",
            "kind": "institucion_publica",
            "canonical_name": "Gobierno Regional de La Araucanía"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 35924905.0,
          "date_min": "2007-12-17",
          "date_max": "2013-10-10",
          "sample": [
            {
              "date": "2007-12-17",
              "monto": 437622.0,
              "date_to": "2007-12-17",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=722-61-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-05-28",
              "monto": 33063814.0,
              "date_to": "2013-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-188-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-23",
              "monto": 1271999.0,
              "date_to": "2011-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-185-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-17",
              "monto": 520770.0,
              "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=722-460-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-10-10",
              "monto": 630700.0,
              "date_to": "2013-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-342-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 14091907.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 365887.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-566-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 730998.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-146-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 160998.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5061-111-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 655120.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-77-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1476432.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-726-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-07",
              "monto": 435405.0,
              "date_to": "2007-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-661-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-21",
              "monto": 779592.0,
              "date_to": "2008-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-168-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-29",
              "monto": 3379999.0,
              "date_to": "2009-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-26-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-05-11",
              "monto": 325944.0,
              "date_to": "2015-05-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-1068-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-07",
              "monto": 191587.0,
              "date_to": "2008-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5061-306-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 13491495.0,
          "date_min": "2008-01-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 294880.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-1448-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 376050.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-70-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-18",
              "monto": 109760.0,
              "date_to": "2009-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-2166-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-18",
              "monto": 447499.0,
              "date_to": "2008-01-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-74-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-22",
              "monto": 404195.0,
              "date_to": "2009-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-5992-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-14",
              "monto": 350907.0,
              "date_to": "2008-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1973-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-17",
              "monto": 2811902.0,
              "date_to": "2009-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1412-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-10",
              "monto": 1487500.0,
              "date_to": "2009-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-688-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-06",
              "monto": 3451952.0,
              "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=5586-82-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-20",
              "monto": 1911759.0,
              "date_to": "2009-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-4838-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6a2ea0ac-f145-471e-bbbb-d546c67af3d2",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vilcún"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 6822980.0,
          "date_min": "2007-06-01",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 182130.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3477-260-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 845554.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3477-233-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-05",
              "monto": 929369.0,
              "date_to": "2009-02-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-50-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-01",
              "monto": 1006209.0,
              "date_to": "2007-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-289-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-20",
              "monto": 292448.0,
              "date_to": "2009-02-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-87-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-20",
              "monto": 2995000.0,
              "date_to": "2016-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-296-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-26",
              "monto": 355536.0,
              "date_to": "2009-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-96-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 216734.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-353-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1500186-6d63-41f3-8198-c82cc833c9f1",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 5841217.0,
          "date_min": "2007-04-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1049970.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3434-17-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 251360.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3434-15-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 168577.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3434-21-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-02",
              "monto": 299118.0,
              "date_to": "2008-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-21-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-17",
              "monto": 1249464.0,
              "date_to": "2007-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-38-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-14",
              "monto": 233478.0,
              "date_to": "2007-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-58-F307",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-11",
              "monto": 937125.0,
              "date_to": "2007-05-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-57-G107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-23",
              "monto": 200606.0,
              "date_to": "2007-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-43-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-05",
              "monto": 1451519.0,
              "date_to": "2010-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3398-78-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9b457754-0c9a-4751-adcf-07c735508731",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5427978.0,
          "date_min": "2016-03-02",
          "date_max": "2016-12-28",
          "sample": [
            {
              "date": "2016-03-02",
              "monto": 2791999.0,
              "date_to": "2016-03-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-204-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-12-28",
              "monto": 2635979.0,
              "date_to": "2016-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38cbd00a-1e83-487b-9b0b-5deb9667f839",
            "kind": "institucion_publica",
            "canonical_name": "Fondo Nacional de Salud - FONASA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3924335.0,
          "date_min": "2010-08-05",
          "date_max": "2016-11-08",
          "sample": [
            {
              "date": "2010-10-29",
              "monto": 34000.0,
              "date_to": "2010-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=838-421-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-10-12",
              "monto": 1628094.0,
              "date_to": "2016-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-17",
              "monto": 823242.0,
              "date_to": "2010-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=838-505-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-05",
              "monto": 83999.0,
              "date_to": "2010-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=838-287-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-11-08",
              "monto": 1355000.0,
              "date_to": "2016-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e3f0a3cb-f4c2-4c3a-a3c8-9a0fe9767d0d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VICTORIA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3544489.0,
          "date_min": "2008-02-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 89000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3697-88-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-05",
              "monto": 1759174.0,
              "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=3697-16-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-27",
              "monto": 105910.0,
              "date_to": "2008-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-380-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-18",
              "monto": 839842.0,
              "date_to": "2009-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-1141-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-22",
              "monto": 376361.0,
              "date_to": "2012-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-1822-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-04-03",
              "monto": 374202.0,
              "date_to": "2014-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-460-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3433920.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1568000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2057-22-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-23",
              "monto": 1865920.0,
              "date_to": "2007-02-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-196-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "50746baa-2741-4745-87c3-76949ba061f9",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3398882.0,
          "date_min": "2009-11-12",
          "date_max": "2009-11-12",
          "sample": [
            {
              "date": "2009-11-12",
              "monto": 3398882.0,
              "date_to": "2009-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4213-1-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "734f81c2-91f7-4ce5-aefa-431ef9907952",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE TURISMO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3350805.0,
          "date_min": "2009-07-08",
          "date_max": "2009-11-03",
          "sample": [
            {
              "date": "2009-11-03",
              "monto": 350000.0,
              "date_to": "2009-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1874-85-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-08",
              "monto": 3000805.0,
              "date_to": "2009-07-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1874-49-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "69270c14-5587-4470-b5dd-9c9c8808b20a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PADRE LAS CASAS"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3346985.0,
          "date_min": "2007-05-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 338681.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2546-95-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 106397.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2546-294-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-09",
              "monto": 403030.0,
              "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=2546-221-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-08",
              "monto": 126612.0,
              "date_to": "2007-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2546-608-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-15",
              "monto": 2372265.0,
              "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=2548-11250-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "85474292-f459-40cb-a0a6-4dbcae8a7a1a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION IX REGION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3042659.0,
          "date_min": "2009-12-17",
          "date_max": "2010-12-30",
          "sample": [
            {
              "date": "2010-12-30",
              "monto": 169999.0,
              "date_to": "2010-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=655-442-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-17",
              "monto": 2872660.0,
              "date_to": "2009-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=655-414-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3bb413d2-6d09-4fb5-bac0-3d41b34b17b3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Melipeuco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2821998.0,
          "date_min": "2010-08-17",
          "date_max": "2010-08-17",
          "sample": [
            {
              "date": "2010-08-17",
              "monto": 2529999.0,
              "date_to": "2010-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-270-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-17",
              "monto": 291999.0,
              "date_to": "2010-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-271-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "972e314a-1f5e-440b-a1b7-43f25a7c80c8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CARAHUE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2789603.0,
          "date_min": "2007-09-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 967924.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3516-674-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-04-03",
              "monto": 302200.0,
              "date_to": "2014-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-300-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-30",
              "monto": 88000.0,
              "date_to": "2009-04-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3587-83-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-14",
              "monto": 279650.0,
              "date_to": "2009-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-603-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-24",
              "monto": 1151829.0,
              "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=3516-626-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 2516768.0,
          "date_min": "2008-06-02",
          "date_max": "2016-11-08",
          "sample": [
            {
              "date": "2014-05-20",
              "monto": 404600.0,
              "date_to": "2014-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-471-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-12",
              "monto": 89399.0,
              "date_to": "2008-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-12083-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-02",
              "monto": 76000.0,
              "date_to": "2008-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-529-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-06-03",
              "monto": 164999.0,
              "date_to": "2014-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-535-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-19",
              "monto": 437909.0,
              "date_to": "2011-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-1237-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-19",
              "monto": 186339.0,
              "date_to": "2013-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-1105-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-11-08",
              "monto": 206325.0,
              "date_to": "2016-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-16",
              "monto": 214199.0,
              "date_to": "2016-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-352-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-22",
              "monto": 106999.0,
              "date_to": "2012-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-448-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-23",
              "monto": 440000.0,
              "date_to": "2009-12-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=906-1528-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "54acb6c0-26ec-4e35-84d6-d9296f400baa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE GEOLOGIA Y MINERIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2424300.0,
          "date_min": "2009-05-29",
          "date_max": "2010-10-07",
          "sample": [
            {
              "date": "2009-05-29",
              "monto": 1481118.0,
              "date_to": "2009-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=523059-273-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-07",
              "monto": 830182.0,
              "date_to": "2010-10-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=523059-314-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-15",
              "monto": 113000.0,
              "date_to": "2009-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=523059-427-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2146519.0,
          "date_min": "2010-09-03",
          "date_max": "2010-09-03",
          "sample": [
            {
              "date": "2010-09-03",
              "monto": 2146519.0,
              "date_to": "2010-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5558-87-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f2ea95c4-52cf-4c82-838f-a9535e35dc86",
            "kind": "institucion_publica",
            "canonical_name": "Dirección de Relaciones Económicas"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1790710.0,
          "date_min": "2007-07-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 817676.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=708-133-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-17",
              "monto": 973034.0,
              "date_to": "2007-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=708-836-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ca22ba96-918d-429c-9d42-f83b0607fcc4",
            "kind": "institucion_publica",
            "canonical_name": "Subsecretaría de Transportes"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1760418.0,
          "date_min": "2008-09-16",
          "date_max": "2008-09-16",
          "sample": [
            {
              "date": "2008-09-16",
              "monto": 803844.0,
              "date_to": "2008-09-16",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=711-33-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-16",
              "monto": 956574.0,
              "date_to": "2008-09-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=711-11650-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7b57148-20f8-464e-b186-4c2e232e7db3",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE TRAIGUEN"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1718460.0,
          "date_min": "2007-09-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 449260.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3502-127-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-15",
              "monto": 117881.0,
              "date_to": "2008-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3502-11561-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-06",
              "monto": 534619.0,
              "date_to": "2007-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3502-801-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-26",
              "monto": 616700.0,
              "date_to": "2007-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3502-1182-G107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ec08d282-26c9-49ea-b473-fb4bde47fd7c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freire"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1571440.0,
          "date_min": "2009-12-15",
          "date_max": "2009-12-15",
          "sample": [
            {
              "date": "2009-12-15",
              "monto": 1571440.0,
              "date_to": "2009-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3890-1046-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1469999.0,
          "date_min": "2012-12-03",
          "date_max": "2012-12-03",
          "sample": [
            {
              "date": "2012-12-03",
              "monto": 1469999.0,
              "date_to": "2012-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4624-103-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e28df230-aa46-45a3-a50e-2b733bc519b3",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DE LA ARAUCANÍA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1451904.0,
          "date_min": "2009-12-17",
          "date_max": "2011-11-04",
          "sample": [
            {
              "date": "2009-12-17",
              "monto": 715904.0,
              "date_to": "2009-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1589-570-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-04",
              "monto": 350000.0,
              "date_to": "2011-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1589-527-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-25",
              "monto": 386000.0,
              "date_to": "2011-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1589-501-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "24a9cd20-1019-447f-bf22-1aed887b8c30",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Loncoche"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1379815.0,
          "date_min": "2014-12-22",
          "date_max": "2014-12-22",
          "sample": [
            {
              "date": "2014-12-22",
              "monto": 1379815.0,
              "date_to": "2014-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3201-1218-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "890c5241-925d-444b-8370-f7cf239eecc3",
            "kind": "institucion_publica",
            "canonical_name": "DEFENSORIA PENAL PUBLICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1259661.0,
          "date_min": "2009-10-15",
          "date_max": "2015-08-07",
          "sample": [
            {
              "date": "2009-10-15",
              "monto": 718771.0,
              "date_to": "2009-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1882-162-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-08-07",
              "monto": 540890.0,
              "date_to": "2015-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1882-123-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b64a65a1-3ad0-4dbb-8d7d-0b328d95b7a9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1225000.0,
          "date_min": "2017-12-27",
          "date_max": "2017-12-27",
          "sample": [
            {
              "date": "2017-12-27",
              "monto": 1225000.0,
              "date_to": "2017-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1906-288-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1149987.0,
          "date_min": "2011-10-26",
          "date_max": "2016-12-23",
          "sample": [
            {
              "date": "2011-10-26",
              "monto": 59699.0,
              "date_to": "2011-10-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5321-567-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-25",
              "monto": 103788.0,
              "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=5321-169-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-12-23",
              "monto": 986500.0,
              "date_to": "2016-12-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f39e709-5692-4a13-ab04-3003bea0afdd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO ELECTORAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1045938.0,
          "date_min": "2014-05-05",
          "date_max": "2016-05-16",
          "sample": [
            {
              "date": "2016-05-16",
              "monto": 207868.0,
              "date_to": "2016-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5155-288-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-16",
              "monto": 444999.0,
              "date_to": "2016-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5155-286-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-05-05",
              "monto": 393071.0,
              "date_to": "2014-05-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5155-206-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8a951020-3690-4a30-a153-5b11b7fa64d1",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Villarrica"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 785281.0,
          "date_min": "2010-06-18",
          "date_max": "2010-07-06",
          "sample": [
            {
              "date": "2010-07-06",
              "monto": 96182.0,
              "date_to": "2010-07-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1952-704-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-06-18",
              "monto": 689099.0,
              "date_to": "2010-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1952-653-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 688999.0,
          "date_min": "2012-04-26",
          "date_max": "2016-02-23",
          "sample": [
            {
              "date": "2012-04-26",
              "monto": 255000.0,
              "date_to": "2012-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1091-309-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-02-23",
              "monto": 433999.0,
              "date_to": "2016-02-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1091-187-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "07bee977-766f-42dd-8b67-92592fc0b758",
            "kind": "institucion_publica",
            "canonical_name": "Superintendencia de Salud"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 688664.0,
          "date_min": "2016-12-29",
          "date_max": "2016-12-29",
          "sample": [
            {
              "date": "2016-12-29",
              "monto": 688664.0,
              "date_to": "2016-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e115dad5-c93f-4353-8cf0-f071e2a29936",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 579154.0,
          "date_min": "2007-03-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 264454.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3428-33-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-07",
              "monto": 314700.0,
              "date_to": "2007-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3428-98-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f4a5fce-5400-4478-b1bf-dd06a1478f29",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 535040.0,
          "date_min": "2014-07-02",
          "date_max": "2016-06-13",
          "sample": [
            {
              "date": "2014-07-02",
              "monto": 136500.0,
              "date_to": "2014-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2179-222-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-06-13",
              "monto": 398540.0,
              "date_to": "2016-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2179-228-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "068e5eac-819c-423a-a75f-be3f8274ef50",
            "kind": "institucion_publica",
            "canonical_name": "SERV NACIONAL DE PESCA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 499999.0,
          "date_min": "2008-12-24",
          "date_max": "2008-12-24",
          "sample": [
            {
              "date": "2008-12-24",
              "monto": 499999.0,
              "date_to": "2008-12-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1427-11061-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "536ebf12-9d76-474f-970e-16918dc7dd20",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA NORTE HOSPITAL DE ANGOL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 451142.0,
          "date_min": "2007-09-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 206001.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-627-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-21",
              "monto": 245141.0,
              "date_to": "2007-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2060-2080-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b91fed8e-cfa7-4e9a-8df4-5d322d65a87d",
            "kind": "institucion_publica",
            "canonical_name": "Consejo de Defensa del Estado"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 210000.0,
          "date_min": "2010-01-27",
          "date_max": "2010-01-27",
          "sample": [
            {
              "date": "2010-01-27",
              "monto": 210000.0,
              "date_to": "2010-01-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-76-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 104890.0,
          "date_min": "2010-06-30",
          "date_max": "2010-06-30",
          "sample": [
            {
              "date": "2010-06-30",
              "monto": 104890.0,
              "date_to": "2010-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2055-36-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7aefaa48-0453-4fd1-8f0c-1f9f95170068",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE LA VIVIENDA Y URBANISMO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 81998.0,
          "date_min": "2010-10-29",
          "date_max": "2011-05-10",
          "sample": [
            {
              "date": "2011-05-10",
              "monto": 62999.0,
              "date_to": "2011-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=660-97-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-29",
              "monto": 18999.0,
              "date_to": "2010-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=660-217-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d1ee56a-d41c-4fa4-af82-c38d5e53b3c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Sauces"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 74350.0,
          "date_min": "2014-02-26",
          "date_max": "2014-02-26",
          "sample": [
            {
              "date": "2014-02-26",
              "monto": 74350.0,
              "date_to": "2014-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3705-190-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 51598.0,
          "date_min": "2009-04-06",
          "date_max": "2009-07-07",
          "sample": [
            {
              "date": "2009-04-06",
              "monto": 27999.0,
              "date_to": "2009-04-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1200-94-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-07",
              "monto": 23599.0,
              "date_to": "2009-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1200-276-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 405.0,
          "date_min": "2013-11-27",
          "date_max": "2013-11-27",
          "sample": [
            {
              "date": "2013-11-27",
              "monto": 405.0,
              "date_to": "2013-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1183-109-SE13",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 143,
      "monto_sum": 138916597.0,
      "grado_pctl": 0.6246427437281676,
      "monto_pctl": 0.873928231184503,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-17",
            "monto": 520770.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-460-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-23",
            "monto": 1271999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-185-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-28",
            "monto": 33063814.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-188-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-10",
            "monto": 630700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-342-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-17",
            "monto": 437622.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=722-61-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "5ad90a0d-060e-41f9-a67f-db842f294515",
            "kind": "institucion_publica",
            "name": "Gobierno Regional de La Araucanía",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 35924905.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-23",
            "monto": 869887.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-149-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-07",
            "monto": 435405.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-661-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-30",
            "monto": 1756954.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-911-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-21",
            "monto": 779592.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-168-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 730998.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-146-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-07",
            "monto": 191587.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5061-306-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-29",
            "monto": 3379999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-26-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-14",
            "monto": 416708.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-529-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-05-11",
            "monto": 325944.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-1068-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 365887.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-566-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-02-26",
            "monto": 389999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-328-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-13",
            "monto": 824690.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-911-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-13",
            "monto": 425449.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-1285-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-10",
            "monto": 305000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-875-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-10",
            "monto": 166259.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-1696-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-16",
            "monto": 130000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1476432.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-726-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-16",
            "monto": 304999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5061-416-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 655120.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1658-77-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 160998.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5061-111-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TEMUCO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14091907.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-18",
            "monto": 447499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-74-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-14",
            "monto": 350907.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1973-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-10",
            "monto": 1487500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-688-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-17",
            "monto": 2811902.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1412-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-18",
            "monto": 109760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-2166-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-20",
            "monto": 1911759.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-4838-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-22",
            "monto": 404195.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-5992-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-16",
            "monto": 1845091.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1264-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-06",
            "monto": 3451952.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-82-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 376050.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-70-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 294880.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-1448-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "name": "Universidad de la Frontera",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 13491495.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-01",
            "monto": 1006209.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-289-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-25",
            "monto": 216734.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-353-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-20",
            "monto": 292448.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-87-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-05",
            "monto": 929369.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-50-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-26",
            "monto": 355536.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3477-96-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 845554.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3477-233-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-20",
            "monto": 2995000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-296-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 182130.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3477-260-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "6a2ea0ac-f145-471e-bbbb-d546c67af3d2",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Vilcún",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6822980.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-23",
            "monto": 200606.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-43-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-17",
            "monto": 1249464.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-38-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-11",
            "monto": 937125.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-57-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-14",
            "monto": 233478.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-58-F307",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-02",
            "monto": 299118.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3434-21-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-05",
            "monto": 1451519.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3398-78-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1049970.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3434-17-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168577.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3434-21-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 251360.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3434-15-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "e1500186-6d63-41f3-8198-c82cc833c9f1",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5841217.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-27",
            "monto": 105910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-380-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-05",
            "monto": 1759174.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-16-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-18",
            "monto": 839842.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-1141-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-22",
            "monto": 376361.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-1822-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-03",
            "monto": 374202.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3697-460-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 89000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3697-88-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "e3f0a3cb-f4c2-4c3a-a3c8-9a0fe9767d0d",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE VICTORIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3544489.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-23",
            "monto": 1865920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-196-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1568000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2057-22-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3433920.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-09",
            "monto": 403030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2546-221-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-08",
            "monto": 126612.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2546-608-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-15",
            "monto": 2372265.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2548-11250-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 338681.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2546-95-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 106397.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2546-294-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "69270c14-5587-4470-b5dd-9c9c8808b20a",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PADRE LAS CASAS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3346985.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-24",
            "monto": 1151829.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-626-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-30",
            "monto": 88000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3587-83-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-14",
            "monto": 279650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-603-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-03",
            "monto": 302200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-300-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 967924.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3516-674-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "972e314a-1f5e-440b-a1b7-43f25a7c80c8",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE CARAHUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2789603.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-17",
            "monto": 973034.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=708-836-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 817676.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=708-133-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "f2ea95c4-52cf-4c82-838f-a9535e35dc86",
            "kind": "institucion_publica",
            "name": "Dirección de Relaciones Económicas",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1790710.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-09-16",
            "monto": 956574.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=711-11650-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-16",
            "monto": 803844.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=711-33-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "ca22ba96-918d-429c-9d42-f83b0607fcc4",
            "kind": "institucion_publica",
            "name": "Subsecretaría de Transportes",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1760418.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-06",
            "monto": 534619.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3502-801-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-26",
            "monto": 616700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3502-1182-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-15",
            "monto": 117881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3502-11561-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 449260.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3502-127-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b6ed27eb-5ee2-44e8-9fa2-692cfd89cf8a",
            "kind": "persona",
            "name": "Margarita María Aguilera Galaz",
            "role": "ancla"
          },
          {
            "id": "d7b57148-20f8-464e-b186-4c2e232e7db3",
            "kind": "institucion_publica",
            "name": "MUNICIPALIDAD DE TRAIGUEN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1718460.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 39,
        "monto": 75408290.0,
        "share": 0.5428313940054261
      },
      "periodo": {
        "desde": "2007-02-23",
        "hasta": "2018-05-16"
      },
      "monto_total": 138916597.0,
      "n_contratos": 143,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 14095839.0
        },
        {
          "anio": 2008,
          "monto": 7090575.0
        },
        {
          "anio": 2009,
          "monto": 29553311.0
        },
        {
          "anio": 2010,
          "monto": 11742427.0
        },
        {
          "anio": 2011,
          "monto": 6020558.0
        },
        {
          "anio": 2012,
          "monto": 2312147.0
        },
        {
          "anio": 2013,
          "monto": 33881258.0
        },
        {
          "anio": 2014,
          "monto": 3229737.0
        },
        {
          "anio": 2015,
          "monto": 866834.0
        },
        {
          "anio": 2016,
          "monto": 17228563.0
        },
        {
          "anio": 2017,
          "monto": 1225000.0
        },
        {
          "anio": 2018,
          "monto": 304999.0
        }
      ],
      "td_conocidos": 120,
      "n_contrapartes": 42,
      "n_trato_directo": 51,
      "top_contrapartes": [
        {
          "id": "5ad90a0d-060e-41f9-a67f-db842f294515",
          "name": "Gobierno Regional de La Araucanía",
          "monto": 35924905.0,
          "share": 0.25860772417279987
        },
        {
          "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
          "name": "I MUNICIPALIDAD DE TEMUCO",
          "monto": 14091907.0,
          "share": 0.10144149298445598
        },
        {
          "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
          "name": "Universidad de la Frontera",
          "monto": 13491495.0,
          "share": 0.09711938883731798
        }
      ],
      "pct_trato_directo": 0.425
    },
    "senales": [
      "51 de sus 120 contratos con dato fueron por trato directo (42%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}