{
  "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
  "kind": "persona",
  "canonical_name": "María Cristina Guillier Cid",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "6087810-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 585,
      "monto_sum": 316282799.0,
      "groups": [
        {
          "other": {
            "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 171332162.0,
          "date_min": "2011-10-21",
          "date_max": "2020-11-20",
          "sample": [
            {
              "date": "2012-06-08",
              "monto": 164308.0,
              "date_to": "2012-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=606337-19-CM12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-04",
              "monto": 3410292.0,
              "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=4754-236-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-10-14",
              "monto": 121487100.0,
              "date_to": "2016-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2018-11-22",
              "monto": 22402864.0,
              "date_to": "2018-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4666-316-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 6048763.0,
          "date_min": "2007-11-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 122520.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2343-856-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-12-03",
              "monto": 267750.0,
              "date_to": "2015-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2451-2774-CM15",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-10-01",
              "monto": 57834.0,
              "date_to": "2018-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4633-16-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-21",
              "monto": 773256.0,
              "date_to": "2012-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2526-12-CM12",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-03-31",
              "monto": 71521.0,
              "date_to": "2017-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2451-383-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 5936137.0,
          "date_min": "2007-08-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 285995.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4650-105-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-13",
              "monto": 10091.0,
              "date_to": "2011-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4650-1028-CM11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-06",
              "monto": 340334.0,
              "date_to": "2007-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4650-525-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-25",
              "monto": 562275.0,
              "date_to": "2016-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4303-68-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-11-13",
              "monto": 41952.0,
              "date_to": "2018-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4376-585-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4751837.0,
          "date_min": "2012-07-12",
          "date_max": "2019-10-14",
          "sample": [
            {
              "date": "2012-11-20",
              "monto": 74722.0,
              "date_to": "2012-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-5098-CM12",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-14",
              "monto": 244129.0,
              "date_to": "2019-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2589-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-08-26",
              "monto": 92846.0,
              "date_to": "2013-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-3279-CM13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0cca166b-cf84-4fd3-9f2a-ee8fba2b0ade",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 36,
          "monto_sum": 4572984.0,
          "date_min": "2011-12-26",
          "date_max": "2019-08-08",
          "sample": [
            {
              "date": "2011-12-29",
              "monto": 81490.0,
              "date_to": "2011-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2420-2187-CM11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-29",
              "monto": 67834.0,
              "date_to": "2011-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2420-2218-CM11",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-03-21",
              "monto": 121109.0,
              "date_to": "2019-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2420-771-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 4062849.0,
          "date_min": "2014-09-22",
          "date_max": "2020-11-17",
          "sample": [
            {
              "date": "2019-04-12",
              "monto": 242217.0,
              "date_to": "2019-04-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2382-438-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-01-10",
              "monto": 206745.0,
              "date_to": "2019-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2382-9-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-04-09",
              "monto": 274904.0,
              "date_to": "2018-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-406-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 3763154.0,
          "date_min": "2015-09-09",
          "date_max": "2020-09-11",
          "sample": [
            {
              "date": "2018-06-26",
              "monto": 9455.0,
              "date_to": "2018-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-2373-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-11-04",
              "monto": 119202.0,
              "date_to": "2019-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-5342-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-07-25",
              "monto": 106835.0,
              "date_to": "2019-07-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-3125-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-06-10",
              "monto": 28294.0,
              "date_to": "2016-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1619-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-09-11",
              "monto": 431715.0,
              "date_to": "2020-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-2436-CM20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3271860.0,
          "date_min": "2014-04-17",
          "date_max": "2019-04-08",
          "sample": []
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 3183072.0,
          "date_min": "2013-08-26",
          "date_max": "2019-10-30",
          "sample": [
            {
              "date": "2014-02-05",
              "monto": 67889.0,
              "date_to": "2014-02-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3995-65-CM14",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-04-24",
              "monto": 157501.0,
              "date_to": "2018-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3995-584-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-01-08",
              "monto": 1289900.0,
              "date_to": "2015-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3995-21-CM15",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-03-10",
              "monto": 238875.0,
              "date_to": "2017-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3995-227-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 3001218.0,
          "date_min": "2011-12-20",
          "date_max": "2018-06-23",
          "sample": [
            {
              "date": "2018-06-23",
              "monto": 515665.0,
              "date_to": "2018-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-1811-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-09-02",
              "monto": 110218.0,
              "date_to": "2016-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-1650-CM16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6e5174d-5cdf-46ce-8e99-02569d03ff54",
            "kind": "institucion_publica",
            "canonical_name": "FUNDACION EDUCACIONAL PARA EL DESAROLLO INTEGRAL DE LA NIÑEZ"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2957150.0,
          "date_min": "2016-07-29",
          "date_max": "2016-07-29",
          "sample": []
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2240756.0,
          "date_min": "2018-08-01",
          "date_max": "2020-08-04",
          "sample": []
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2062379.0,
          "date_min": "2007-08-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 614790.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5027-693-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 326936.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5027-565-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1944237.0,
          "date_min": "2014-06-05",
          "date_max": "2018-05-14",
          "sample": []
        },
        {
          "other": {
            "id": "b21ff95c-d4bc-4a68-a2ef-43bbe45d0557",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1920896.0,
          "date_min": "2019-09-11",
          "date_max": "2020-10-20",
          "sample": []
        },
        {
          "other": {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Unión"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1903069.0,
          "date_min": "2012-10-10",
          "date_max": "2017-10-31",
          "sample": [
            {
              "date": "2012-12-03",
              "monto": 383313.0,
              "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=3335-1999-CM12",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-08-07",
              "monto": 107243.0,
              "date_to": "2017-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-2119-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8f6b8cbc-3e04-4d5c-b715-fe6c0315a2cb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ILLAPEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1899731.0,
          "date_min": "2017-06-30",
          "date_max": "2019-11-26",
          "sample": []
        },
        {
          "other": {
            "id": "0fec7f9e-9655-4db8-b1be-81940eaa0aca",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1764989.0,
          "date_min": "2018-12-12",
          "date_max": "2018-12-12",
          "sample": []
        },
        {
          "other": {
            "id": "a39a051c-73fe-4202-b3aa-913790c4fd85",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1760957.0,
          "date_min": "2008-02-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 804090.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1361-5-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c69d6c44-c015-4c7f-8661-61b66834b5d8",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MACHALI"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1728729.0,
          "date_min": "2016-06-18",
          "date_max": "2017-11-27",
          "sample": [
            {
              "date": "2016-10-18",
              "monto": 227587.0,
              "date_to": "2016-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2017-11-27",
              "monto": 104508.0,
              "date_to": "2017-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3177-1348-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1672984.0,
          "date_min": "2016-04-04",
          "date_max": "2018-10-11",
          "sample": [
            {
              "date": "2016-04-04",
              "monto": 574398.0,
              "date_to": "2016-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2394-192-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-10-11",
              "monto": 310708.0,
              "date_to": "2018-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2394-1418-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-04-04",
              "monto": 107217.0,
              "date_to": "2016-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2394-167-CM16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1669824.0,
          "date_min": "2017-07-04",
          "date_max": "2018-05-28",
          "sample": [
            {
              "date": "2018-05-24",
              "monto": 684604.0,
              "date_to": "2018-05-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-398-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1664252.0,
          "date_min": "2015-12-16",
          "date_max": "2018-08-08",
          "sample": [
            {
              "date": "2015-12-16",
              "monto": 641561.0,
              "date_to": "2015-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2711-2432-CM15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "97af08b2-61b6-4827-a93d-2575021092d7",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1659606.0,
          "date_min": "2014-08-06",
          "date_max": "2019-09-30",
          "sample": []
        },
        {
          "other": {
            "id": "dbdd9e8f-29bc-4704-b069-7e222963c483",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION LAS BARRANCAS"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1590473.0,
          "date_min": "2018-11-13",
          "date_max": "2020-12-16",
          "sample": [
            {
              "date": "2019-07-12",
              "monto": 98826.0,
              "date_to": "2019-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1013353-1046-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1572329.0,
          "date_min": "2011-09-09",
          "date_max": "2020-12-03",
          "sample": []
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1534674.0,
          "date_min": "2013-12-26",
          "date_max": "2023-05-25",
          "sample": []
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1528555.0,
          "date_min": "2016-05-05",
          "date_max": "2017-12-29",
          "sample": []
        },
        {
          "other": {
            "id": "917082df-04ec-41c6-bcb7-6a82c666fa85",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RENGO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1454266.0,
          "date_min": "2012-08-10",
          "date_max": "2019-10-28",
          "sample": [
            {
              "date": "2014-08-08",
              "monto": 15980.0,
              "date_to": "2014-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2778-887-CM14",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-07-13",
              "monto": 178195.0,
              "date_to": "2015-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2778-818-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-09-12",
              "monto": 10710.0,
              "date_to": "2012-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2778-551-CM12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1452297.0,
          "date_min": "2019-12-19",
          "date_max": "2020-07-14",
          "sample": [
            {
              "date": "2020-01-21",
              "monto": 681870.0,
              "date_to": "2020-01-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2314-931-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "74b6c1be-4aff-479a-a8e2-6c8fcf0abe49",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN CARLOS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1443961.0,
          "date_min": "2014-06-26",
          "date_max": "2016-06-10",
          "sample": [
            {
              "date": "2014-09-12",
              "monto": 37842.0,
              "date_to": "2014-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2726-1264-CM14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1434048.0,
          "date_min": "2014-02-28",
          "date_max": "2020-09-08",
          "sample": [
            {
              "date": "2020-09-08",
              "monto": 67129.0,
              "date_to": "2020-09-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2440-1265-CM20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1369342.0,
          "date_min": "2014-09-05",
          "date_max": "2018-08-24",
          "sample": [
            {
              "date": "2014-09-05",
              "monto": 67889.0,
              "date_to": "2014-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-1732-CM14",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-08-24",
              "monto": 90920.0,
              "date_to": "2018-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-819-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1354858.0,
          "date_min": "2012-09-12",
          "date_max": "2014-10-20",
          "sample": [
            {
              "date": "2014-10-03",
              "monto": 654496.0,
              "date_to": "2014-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2018-487-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "434aa5fb-1cf9-423f-b191-d9d625602093",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE VALPARAISO PARA EL DESARROLLO SOCIAL"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1304047.0,
          "date_min": "2018-06-08",
          "date_max": "2018-11-09",
          "sample": [
            {
              "date": "2018-11-09",
              "monto": 177657.0,
              "date_to": "2018-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=799512-4206-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92720092-5894-46b9-b8b5-b51ff34821eb",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Purén \\ DEPTO.DE SALUD"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1274342.0,
          "date_min": "2015-12-11",
          "date_max": "2018-11-19",
          "sample": []
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1267662.0,
          "date_min": "2014-10-16",
          "date_max": "2018-03-05",
          "sample": [
            {
              "date": "2014-10-16",
              "monto": 610221.0,
              "date_to": "2014-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2789-1057-CM14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6fd436b8-58a3-4920-9a8e-90fc96e65e97",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE INDEPENDENCIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1265457.0,
          "date_min": "2016-08-18",
          "date_max": "2020-09-23",
          "sample": [
            {
              "date": "2016-08-18",
              "monto": 765070.0,
              "date_to": "2016-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2680-309-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-07-31",
              "monto": 469899.0,
              "date_to": "2018-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2680-218-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "978f560d-a4bf-432f-9697-7ca72d612376",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre municipalidad de Bulnes"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1231237.0,
          "date_min": "2016-05-04",
          "date_max": "2016-05-04",
          "sample": []
        },
        {
          "other": {
            "id": "3942a085-899a-4661-92b1-f31cc5376cbd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1230287.0,
          "date_min": "2017-04-21",
          "date_max": "2017-04-21",
          "sample": [
            {
              "date": "2017-04-21",
              "monto": 1230287.0,
              "date_to": "2017-04-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-472-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e9d69b61-4480-4f63-8fc8-539d2730c4f1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Limache"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1229482.0,
          "date_min": "2016-07-29",
          "date_max": "2019-09-25",
          "sample": [
            {
              "date": "2019-09-25",
              "monto": 65214.0,
              "date_to": "2019-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4570-78-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7f85eaf7-0a0e-4c2f-b31e-34be524595b9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Collipulli"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1225405.0,
          "date_min": "2013-11-29",
          "date_max": "2013-11-29",
          "sample": []
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1224234.0,
          "date_min": "2012-02-29",
          "date_max": "2018-08-28",
          "sample": [
            {
              "date": "2012-02-29",
              "monto": 337341.0,
              "date_to": "2012-02-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-336-CM12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "33f37986-f6d5-4daf-843d-6483ba3bd046",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coyhaique"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1164093.0,
          "date_min": "2014-10-22",
          "date_max": "2020-11-10",
          "sample": [
            {
              "date": "2018-10-01",
              "monto": 475588.0,
              "date_to": "2018-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2496-1603-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b78cd22a-dfaa-4b1c-945b-2a155e309d48",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION DE PUERTO CORDILLERA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1052376.0,
          "date_min": "2018-10-04",
          "date_max": "2019-10-02",
          "sample": [
            {
              "date": "2018-11-27",
              "monto": 613061.0,
              "date_to": "2018-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002588-1721-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1050771.0,
          "date_min": "2018-05-09",
          "date_max": "2019-01-23",
          "sample": [
            {
              "date": "2018-05-09",
              "monto": 583123.0,
              "date_to": "2018-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-991-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1009358.0,
          "date_min": "2009-10-29",
          "date_max": "2009-10-29",
          "sample": []
        },
        {
          "other": {
            "id": "cb4ad90f-55ab-4194-89fc-dacd912b228a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Requínoa"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1006985.0,
          "date_min": "2016-11-25",
          "date_max": "2019-05-23",
          "sample": []
        },
        {
          "other": {
            "id": "cae3b46f-8289-40d1-8ef8-e5610fcd6693",
            "kind": "institucion_publica",
            "canonical_name": "IIustre Municipalidad de Malloa"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 945343.0,
          "date_min": "2011-12-19",
          "date_max": "2020-02-12",
          "sample": []
        },
        {
          "other": {
            "id": "7ce27923-25eb-46c4-b928-b65de2fe3454",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Chimbarongo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 943671.0,
          "date_min": "2016-07-01",
          "date_max": "2018-10-26",
          "sample": [
            {
              "date": "2016-07-01",
              "monto": 241519.0,
              "date_to": "2016-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=543401-500-CM16",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 162,
        "count": 279,
        "monto_sum": 46349651.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 585,
      "monto_sum": 316282799.0,
      "grado_pctl": 0.9003535840565734,
      "monto_pctl": 0.9038894246223079,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-15",
            "monto": 145798.0,
            "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=2343-1020-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-25",
            "monto": 40698.0,
            "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=2590-34-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-21",
            "monto": 773256.0,
            "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=2526-12-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-15",
            "monto": 69425.0,
            "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=2590-40-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-21",
            "monto": 191269.0,
            "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=2590-25-CM13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-23",
            "monto": 367721.0,
            "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=2451-1006-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-22",
            "monto": 230115.0,
            "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=2451-960-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-10",
            "monto": 162745.0,
            "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=2451-905-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-10",
            "monto": 93369.0,
            "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=2451-2032-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-25",
            "monto": 133875.0,
            "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=2518-39-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-03",
            "monto": 267750.0,
            "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=2451-2774-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-29",
            "monto": 700613.0,
            "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=2451-1263-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-16",
            "monto": 107217.0,
            "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=2451-1217-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-23",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2451-1663-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-03-31",
            "monto": 71521.0,
            "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=2451-383-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-09-25",
            "monto": 105493.0,
            "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=2451-1660-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-09-21",
            "monto": 196960.0,
            "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=2451-1446-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-11-21",
            "monto": 70378.0,
            "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=2451-2181-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-01",
            "monto": 57834.0,
            "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=4633-16-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-26",
            "monto": 135554.0,
            "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=2451-2513-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-08",
            "monto": 1141437.0,
            "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=2451-2671-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-30",
            "monto": 210435.0,
            "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=2451-1599-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-01-03",
            "monto": 60897.0,
            "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=2451-2743-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-01-02",
            "monto": 56383.0,
            "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=2451-2787-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 122520.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2343-856-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SANTIAGO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6048763.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-06",
            "monto": 340334.0,
            "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=4650-525-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-04",
            "monto": 373598.0,
            "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=4841-127-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-04",
            "monto": 327868.0,
            "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=4841-126-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-13",
            "monto": 10091.0,
            "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=4650-1028-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-13",
            "monto": 10091.0,
            "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=4650-1027-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-17",
            "monto": 10649.0,
            "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=4376-300-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-24",
            "monto": 46511.0,
            "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=4418-146-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-18",
            "monto": 3205738.0,
            "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=4449-148-CM13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-22",
            "monto": 54192.0,
            "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=4303-230-CM13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-18",
            "monto": 28192.0,
            "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=4650-978-CM13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-12",
            "monto": 259988.0,
            "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=4650-299-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-25",
            "monto": 562275.0,
            "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=4303-68-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-08",
            "monto": 39567.0,
            "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=4449-785-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-06-01",
            "monto": 339096.0,
            "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=4376-263-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 285995.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4650-105-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-13",
            "monto": 41952.0,
            "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=4376-585-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5936137.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-28",
            "monto": 389053.0,
            "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=5027-926-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-12",
            "monto": 731600.0,
            "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=5027-1028-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 326936.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5027-565-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 614790.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5027-693-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2062379.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-15",
            "monto": 956867.0,
            "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=1361-11-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 804090.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1361-5-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "a39a051c-73fe-4202-b3aa-913790c4fd85",
            "kind": "institucion_publica",
            "name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1760957.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-06",
            "monto": 193390.0,
            "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=1114-10-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 162513.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1114-5-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 355903.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-24",
            "monto": 169575.0,
            "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=3330-29-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 142500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3330-11-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE VITACURA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 312075.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-03",
            "monto": 113050.0,
            "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=5110-94-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-03",
            "monto": 95000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5110-70-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 208050.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-16",
            "monto": 52889.0,
            "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=2990-822-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 44445.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2990-108-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "16e96a54-1fe9-488e-946d-f2022e44b179",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Los Muermos",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 97334.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-05",
            "monto": 35759.0,
            "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=1969-3120-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 30050.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-812-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f166ed38-1aeb-4988-a525-4ee7f1e47b12",
            "kind": "persona",
            "name": "MARÍA CRISTINA GUILLIER CID",
            "role": "ancla"
          },
          {
            "id": "92ccad83-2df2-4684-8f24-e8a83970171b",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 65809.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 204,
        "monto": 132965737.0,
        "share": 0.4204014174036698
      },
      "periodo": {
        "desde": "2007-07-05",
        "hasta": "2024-08-08"
      },
      "monto_total": 316282799.0,
      "n_contratos": 585,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 1903483.0
        },
        {
          "anio": 2008,
          "monto": 1617632.0
        },
        {
          "anio": 2009,
          "monto": 1122408.0
        },
        {
          "anio": 2010,
          "monto": 821122.0
        },
        {
          "anio": 2011,
          "monto": 7010552.0
        },
        {
          "anio": 2012,
          "monto": 18055603.0
        },
        {
          "anio": 2013,
          "monto": 13322957.0
        },
        {
          "anio": 2014,
          "monto": 13032593.0
        },
        {
          "anio": 2015,
          "monto": 6340720.0
        },
        {
          "anio": 2016,
          "monto": 155530177.0
        },
        {
          "anio": 2017,
          "monto": 17664257.0
        },
        {
          "anio": 2018,
          "monto": 48415842.0
        },
        {
          "anio": 2019,
          "monto": 15194626.0
        },
        {
          "anio": 2020,
          "monto": 10034420.0
        },
        {
          "anio": 2021,
          "monto": 671581.0
        },
        {
          "anio": 2022,
          "monto": 1281084.0
        },
        {
          "anio": 2023,
          "monto": 1523438.0
        },
        {
          "anio": 2024,
          "monto": 206465.0
        }
      ],
      "td_conocidos": 575,
      "n_contrapartes": 207,
      "n_trato_directo": 23,
      "top_contrapartes": [
        {
          "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
          "name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA",
          "monto": 171332162.0,
          "share": 0.5417055955673391
        },
        {
          "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
          "name": "I MUNICIPALIDAD DE SANTIAGO",
          "monto": 6048763.0,
          "share": 0.01912453987104117
        },
        {
          "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
          "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
          "monto": 5936137.0,
          "share": 0.018768447157949935
        }
      ],
      "pct_trato_directo": 0.04
    },
    "senales": [
      "23 de sus 575 contratos con dato fueron por trato directo (4%)",
      "El 54% de su monto contratado corresponde a SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}