{
  "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
  "kind": "persona",
  "canonical_name": "Lucy Elizabeth Vergara Yaupe",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "11498299-7"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 239,
      "monto_sum": 307181104.0,
      "groups": [
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 45,
          "monto_sum": 165286115.0,
          "date_min": "2010-02-26",
          "date_max": "2024-11-27",
          "sample": [
            {
              "date": "2013-08-01",
              "monto": 174216.0,
              "date_to": "2013-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-648-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-07-10",
              "monto": 2065602.0,
              "date_to": "2012-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-837-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-15",
              "monto": 3998400.0,
              "date_to": "2023-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-806-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-03-05",
              "monto": 948906.0,
              "date_to": "2013-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-63-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-03",
              "monto": 249900.0,
              "date_to": "2023-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1944-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-04-24",
              "monto": 214200.0,
              "date_to": "2023-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-668-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-22",
              "monto": 6184430.0,
              "date_to": "2024-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1926-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-09-03",
              "monto": 75208.0,
              "date_to": "2013-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-890-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-18",
              "monto": 595000.0,
              "date_to": "2022-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1732-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-21",
              "monto": 549066.0,
              "date_to": "2011-04-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-436-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 23755208.0,
          "date_min": "2010-05-18",
          "date_max": "2024-05-29",
          "sample": [
            {
              "date": "2011-06-17",
              "monto": 389130.0,
              "date_to": "2011-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-541-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-05",
              "monto": 327607.0,
              "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=2759-575-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-29",
              "monto": 6113030.0,
              "date_to": "2024-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2760-62-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-15",
              "monto": 1535100.0,
              "date_to": "2010-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-938-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-12",
              "monto": 3117800.0,
              "date_to": "2023-05-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-308-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-06",
              "monto": 1968379.0,
              "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=2759-471-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-04",
              "monto": 1543549.0,
              "date_to": "2011-08-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-713-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-04",
              "monto": 430542.0,
              "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=2759-1150-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-18",
              "monto": 391391.0,
              "date_to": "2011-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-797-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-06-17",
              "monto": 317730.0,
              "date_to": "2010-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-416-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 17499899.0,
          "date_min": "2008-05-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 99600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-55-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-22",
              "monto": 3798718.0,
              "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=3021-393-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-28",
              "monto": 898093.0,
              "date_to": "2010-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1206-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-14",
              "monto": 498134.0,
              "date_to": "2011-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1374-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 12526866.0,
          "date_min": "2007-05-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 125400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2481-6-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-28",
              "monto": 149226.0,
              "date_to": "2007-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2481-12-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 10432849.0,
          "date_min": "2008-10-23",
          "date_max": "2024-01-30",
          "sample": [
            {
              "date": "2009-09-15",
              "monto": 3582852.0,
              "date_to": "2009-09-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-819-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-19",
              "monto": 217889.0,
              "date_to": "2010-05-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-464-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-02",
              "monto": 148750.0,
              "date_to": "2010-11-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-948-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-26",
              "monto": 114240.0,
              "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=4455-113-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f2f97d78-9d78-40b8-b6bd-aba6c62c037e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cisnes"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9401000.0,
          "date_min": "2015-08-10",
          "date_max": "2015-08-10",
          "sample": []
        },
        {
          "other": {
            "id": "24d58af1-90a9-48b9-b700-fc997fa4f95c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CURARREHUE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6835050.0,
          "date_min": "2015-11-16",
          "date_max": "2016-07-01",
          "sample": [
            {
              "date": "2016-04-29",
              "monto": 439110.0,
              "date_to": "2016-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3891-163-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5897687.0,
          "date_min": "2009-10-23",
          "date_max": "2014-10-30",
          "sample": [
            {
              "date": "2010-06-25",
              "monto": 2548266.0,
              "date_to": "2010-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5816-333-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5078087.0,
          "date_min": "2008-12-30",
          "date_max": "2009-12-14",
          "sample": [
            {
              "date": "2009-07-29",
              "monto": 343910.0,
              "date_to": "2009-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-213-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-14",
              "monto": 124117.0,
              "date_to": "2009-12-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-1819-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-27",
              "monto": 1169056.0,
              "date_to": "2009-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-1731-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-16",
              "monto": 2340492.0,
              "date_to": "2009-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-1579-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 3588346.0,
          "date_min": "2008-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 138000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-491-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 647400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-339-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 288000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-620-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-12-24",
              "monto": 58786.0,
              "date_to": "2019-12-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1565-MC19",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-10",
              "monto": 164220.0,
              "date_to": "2008-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-499-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-12-20",
              "monto": 202419.0,
              "date_to": "2019-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1481-MC19",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-05",
              "monto": 343910.0,
              "date_to": "2009-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-927-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-19",
              "monto": 342720.0,
              "date_to": "2008-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-537-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-06",
              "monto": 454699.0,
              "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=3017-12-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3480677.0,
          "date_min": "2008-07-30",
          "date_max": "2008-11-24",
          "sample": [
            {
              "date": "2008-07-30",
              "monto": 976500.0,
              "date_to": "2008-07-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-11226-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-28",
              "monto": 269000.0,
              "date_to": "2008-08-28",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2786-147-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-30",
              "monto": 1162035.0,
              "date_to": "2008-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-11337-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-24",
              "monto": 753032.0,
              "date_to": "2008-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2786-11431-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2755896.0,
          "date_min": "2007-08-31",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 312900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2639-101-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-21",
              "monto": 119500.0,
              "date_to": "2007-11-21",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2641-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-11",
              "monto": 826000.0,
              "date_to": "2007-12-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2641-40-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-31",
              "monto": 372351.0,
              "date_to": "2007-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2639-125-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-10",
              "monto": 142205.0,
              "date_to": "2007-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2641-89-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9b0a803-02af-461b-beee-fe5997d8b566",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2556715.0,
          "date_min": "2007-10-19",
          "date_max": "2012-01-12",
          "sample": [
            {
              "date": "2007-10-19",
              "monto": 299761.0,
              "date_to": "2007-10-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-306-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-24",
              "monto": 766479.0,
              "date_to": "2010-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-239-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-15",
              "monto": 105315.0,
              "date_to": "2008-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-11250-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-12",
              "monto": 925820.0,
              "date_to": "2012-01-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-46-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7c7db2a5-c63a-4915-af3f-eb1d45af18d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freirina"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2345775.0,
          "date_min": "2010-02-05",
          "date_max": "2010-02-05",
          "sample": []
        },
        {
          "other": {
            "id": "8c9097b7-3873-4aeb-8f56-d595805cb75e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA SUR"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2267938.0,
          "date_min": "2007-07-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 349800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1175-230-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 478000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1175-357-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-13",
              "monto": 416262.0,
              "date_to": "2008-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-704-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2134503.0,
          "date_min": "2011-01-31",
          "date_max": "2015-11-04",
          "sample": [
            {
              "date": "2015-08-06",
              "monto": 1319472.0,
              "date_to": "2015-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1733-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-31",
              "monto": 283220.0,
              "date_to": "2011-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-145-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2cd01767-21a7-4278-9b40-9ecb108879e5",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1954694.0,
          "date_min": "2010-08-02",
          "date_max": "2016-01-14",
          "sample": [
            {
              "date": "2015-04-29",
              "monto": 165410.0,
              "date_to": "2015-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2762-497-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-11",
              "monto": 1022448.0,
              "date_to": "2011-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2762-935-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1683374.0,
          "date_min": "2009-03-17",
          "date_max": "2010-12-17",
          "sample": [
            {
              "date": "2009-03-17",
              "monto": 548114.0,
              "date_to": "2009-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-309-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "44529190-98c6-4542-a25a-1b39e18d9554",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO DEL CARMEN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1601609.0,
          "date_min": "2008-03-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 29500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=411-56-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-20",
              "monto": 442323.0,
              "date_to": "2008-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=411-123-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-01",
              "monto": 1129786.0,
              "date_to": "2009-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1672-31-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3f96a4f-e116-41a0-bd33-c95e7b0ccecb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD TEODORO SCHMIDT"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1534858.0,
          "date_min": "2007-09-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 454100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3565-264-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-31",
              "monto": 369733.0,
              "date_to": "2007-10-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3565-966-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-24",
              "monto": 540379.0,
              "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=3565-876-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-31",
              "monto": 170646.0,
              "date_to": "2007-10-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3564-98-SE07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "03f1bdec-e9af-48ef-8230-cd1fe086dc9d",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud  Concepción"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1209861.0,
          "date_min": "2009-03-06",
          "date_max": "2009-06-17",
          "sample": [
            {
              "date": "2009-03-06",
              "monto": 1138592.0,
              "date_to": "2009-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1213-207-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-13",
              "monto": 35581.0,
              "date_to": "2009-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1213-233-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "292d59f5-e98e-43cb-8fda-f93a800e8b3f",
            "kind": "institucion_publica",
            "canonical_name": "CAJA DE PREVISION DE LA DEFENSA NACIONAL"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1099135.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 396900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=721-84-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 87600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4776-261-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-16",
              "monto": 472311.0,
              "date_to": "2007-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=721-228-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-20",
              "monto": 104244.0,
              "date_to": "2007-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-914-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-18",
              "monto": 38080.0,
              "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=4776-3275-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALAGANTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 958125.0,
          "date_min": "2008-06-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 437500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-75-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 950898.0,
          "date_min": "2007-12-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 434200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-400-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58081bee-807c-498d-b670-db13b9673113",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacautín"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 946050.0,
          "date_min": "2023-12-27",
          "date_max": "2023-12-27",
          "sample": []
        },
        {
          "other": {
            "id": "af7c4681-1bd4-4f4e-bfbe-acf696f6d9db",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ANTUCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 931770.0,
          "date_min": "2012-02-14",
          "date_max": "2012-04-16",
          "sample": [
            {
              "date": "2012-04-16",
              "monto": 460530.0,
              "date_to": "2012-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4026-28-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-02-14",
              "monto": 471240.0,
              "date_to": "2012-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4026-8-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 919143.0,
          "date_min": "2008-04-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 419700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2316-105-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-08",
              "monto": 499443.0,
              "date_to": "2008-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2316-374-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a4f8b8b4-60bd-4d4f-9a6e-3934a027efdc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO HERMINDA MARTIN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 888615.0,
          "date_min": "2008-07-21",
          "date_max": "2008-09-01",
          "sample": [
            {
              "date": "2008-07-21",
              "monto": 390600.0,
              "date_to": "2008-07-21",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5128-92-CO08",
              "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": 4,
          "monto_sum": 862699.0,
          "date_min": "2007-05-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 139500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1503-77-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 209000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1187-16-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-22",
              "monto": 348194.0,
              "date_to": "2007-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1187-70-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-12",
              "monto": 166005.0,
              "date_to": "2008-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1503-234-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8f82062-8989-4078-b179-caf051ecf396",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 850116.0,
          "date_min": "2007-12-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 283200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1403-190-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-28",
              "monto": 566916.0,
              "date_to": "2007-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1403-1669-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2401a178-2bf7-4524-baea-50f5b14dbb13",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Chiloé"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 844305.0,
          "date_min": "2011-06-10",
          "date_max": "2011-06-10",
          "sample": []
        },
        {
          "other": {
            "id": "2f3cdec1-33a2-4359-af55-54763ee35593",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD CONCEPCION ARAUCO HOSPITAL DE CONTULMO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 830025.0,
          "date_min": "2008-12-15",
          "date_max": "2008-12-15",
          "sample": [
            {
              "date": "2008-12-15",
              "monto": 830025.0,
              "date_to": "2008-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2100-11293-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf903f25-cf2c-416b-bcfb-3994131e8551",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Provincial del Huasco Monseñor Fernando Ariztia Ruiz"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 823860.0,
          "date_min": "2008-02-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 331200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5349-26-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-27",
              "monto": 98532.0,
              "date_to": "2008-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5349-461-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2c954227-f930-4286-9a70-f57159da1969",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coihueco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 763434.0,
          "date_min": "2008-05-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 348600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=229-85-CO08",
              "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": 747558.0,
          "date_min": "2009-07-03",
          "date_max": "2009-07-03",
          "sample": []
        },
        {
          "other": {
            "id": "1105475a-c13e-4edf-a2b3-a670a2078663",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Contulmo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 742652.0,
          "date_min": "2011-12-01",
          "date_max": "2011-12-14",
          "sample": [
            {
              "date": "2011-12-01",
              "monto": 402577.0,
              "date_to": "2011-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4477-410-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-14",
              "monto": 340075.0,
              "date_to": "2011-12-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4477-449-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58ee1125-af36-409c-94e5-bc1f764dc47a",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PARRAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 659103.0,
          "date_min": "2008-05-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 273900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1754-36-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-13",
              "monto": 355572.0,
              "date_to": "2008-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1754-198-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-07",
              "monto": 29631.0,
              "date_to": "2008-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1754-11208-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 620865.0,
          "date_min": "2007-04-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 283500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-75-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0339cc8e-fb4b-4c61-b3f2-a4fd7d2cb69c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD NUBLE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 490779.0,
          "date_min": "2008-07-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 224100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=604-66-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-15",
              "monto": 266679.0,
              "date_to": "2008-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=604-510-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5571813f-f1c7-4719-82cc-fe98b45f6dae",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA DIRECCION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 469098.0,
          "date_min": "2008-02-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 214200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5564-3-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-29",
              "monto": 254898.0,
              "date_to": "2008-02-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5564-11-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b22b44a1-720f-4d74-bef8-d377c4d90c1f",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Renaico"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 469011.0,
          "date_min": "2008-05-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 139500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3907-23-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-27",
              "monto": 166005.0,
              "date_to": "2008-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3907-26-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-13",
              "monto": 163506.0,
              "date_to": "2009-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3907-45-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 456841.0,
          "date_min": "2009-06-04",
          "date_max": "2009-06-04",
          "sample": [
            {
              "date": "2009-06-04",
              "monto": 456841.0,
              "date_to": "2009-06-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2511-135-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb311df1-c6f6-4d8c-89a9-bce7a623f942",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Diego de Almagro"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 450296.0,
          "date_min": "2011-06-17",
          "date_max": "2011-08-16",
          "sample": [
            {
              "date": "2011-06-17",
              "monto": 303212.0,
              "date_to": "2011-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2915-70-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-16",
              "monto": 147084.0,
              "date_to": "2011-08-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2915-92-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4224ccfc-56f8-497b-8eda-c932e1a5088b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 445440.0,
          "date_min": "2009-12-18",
          "date_max": "2010-05-12",
          "sample": [
            {
              "date": "2009-12-18",
              "monto": 85442.0,
              "date_to": "2009-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-299-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 433620.0,
          "date_min": "2007-03-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 198000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3825-104-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-26",
              "monto": 235620.0,
              "date_to": "2007-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3825-135-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 427329.0,
          "date_min": "2014-03-12",
          "date_max": "2014-03-12",
          "sample": []
        },
        {
          "other": {
            "id": "57c5b93d-c15e-4e16-97f0-a3222af3d0cd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE PARRAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 427210.0,
          "date_min": "2012-07-05",
          "date_max": "2012-07-05",
          "sample": []
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 426972.0,
          "date_min": "2010-12-21",
          "date_max": "2010-12-21",
          "sample": [
            {
              "date": "2010-12-21",
              "monto": 426972.0,
              "date_to": "2010-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1576-687-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6eea4f44-896e-48d6-9bd8-7a1dd4aebd7b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 414834.0,
          "date_min": "2010-07-27",
          "date_max": "2010-07-27",
          "sample": [
            {
              "date": "2010-07-27",
              "monto": 414834.0,
              "date_to": "2010-07-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-474-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1accb97-335b-4f9f-b748-71633f66fe0d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 404481.0,
          "date_min": "2009-07-28",
          "date_max": "2009-07-28",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 16,
        "count": 27,
        "monto_sum": 3599833.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 239,
      "monto_sum": 307181104.0,
      "grado_pctl": 0.7595628415300546,
      "monto_pctl": 0.9026036644165863,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-05",
            "monto": 118524.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-191-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 898093.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1206-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-14",
            "monto": 498134.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1374-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-22",
            "monto": 3798718.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-393-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-14",
            "monto": 3879400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-169-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-03-27",
            "monto": 1692180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-255-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-11-10",
            "monto": 6515250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1051-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 99600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-55-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 17499899.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-28",
            "monto": 149226.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2481-12-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-21",
            "monto": 12252240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2471-1175-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 125400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2481-6-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Chillán",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12526866.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-30",
            "monto": 770406.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-345-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-10",
            "monto": 164220.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-499-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-19",
            "monto": 342720.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-537-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-13",
            "monto": 177786.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11737-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-05",
            "monto": 343910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-927-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-06",
            "monto": 454699.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-12-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-24",
            "monto": 58786.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1565-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-20",
            "monto": 202419.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1481-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 647400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-339-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 138000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-491-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 288000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-620-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3588346.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-30",
            "monto": 1162035.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-11337-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 320110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2786-11264-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-24",
            "monto": 753032.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2786-11431-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-28",
            "monto": 269000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2786-147-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-30",
            "monto": 976500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-11226-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3480677.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-31",
            "monto": 372351.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2639-125-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-13",
            "monto": 982940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2641-104-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-10",
            "monto": 142205.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2641-89-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 312900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2639-101-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-21",
            "monto": 119500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2641-32-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-11",
            "monto": 826000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2641-40-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "name": "Instituto de Seguridad Laboral - ISL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2755896.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-24",
            "monto": 568820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-1069-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-06",
            "monto": 455056.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-1696-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-13",
            "monto": 416262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-704-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 478000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1175-357-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 349800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1175-230-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "8c9097b7-3873-4aeb-8f56-d595805cb75e",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ARAUCANIA SUR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2267938.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-20",
            "monto": 442323.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=411-123-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-01",
            "monto": 1129786.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1672-31-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 29500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=411-56-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "44529190-98c6-4542-a25a-1b39e18d9554",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ALTO DEL CARMEN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1601609.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-24",
            "monto": 540379.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3565-876-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-31",
            "monto": 369733.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3565-966-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-31",
            "monto": 170646.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3564-98-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 454100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3565-264-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "d3f96a4f-e116-41a0-bd33-c95e7b0ccecb",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD TEODORO SCHMIDT",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1534858.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-16",
            "monto": 472311.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=721-228-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-20",
            "monto": 104244.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-914-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-18",
            "monto": 38080.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-3275-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 396900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=721-84-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4776-261-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "292d59f5-e98e-43cb-8fda-f93a800e8b3f",
            "kind": "institucion_publica",
            "name": "CAJA DE PREVISION DE LA DEFENSA NACIONAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1099135.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-05",
            "monto": 520625.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-315-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 437500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-75-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE TALAGANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 958125.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-28",
            "monto": 516698.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-770-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 434200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-400-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE ANGOL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 950898.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-08",
            "monto": 499443.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2316-374-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 419700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2316-105-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8a5a2af3-4f7c-4455-b75d-b0c1cfc01028",
            "kind": "persona",
            "name": "LUCY ELIZABETH VERGARA YAUPE",
            "role": "ancla"
          },
          {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Recoleta",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 919143.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 63,
        "monto": 100639882.0,
        "share": 0.3276239348368251
      },
      "periodo": {
        "desde": "2007-03-26",
        "hasta": "2024-11-27"
      },
      "monto_total": 307181104.0,
      "n_contratos": 239,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 8712392.0
        },
        {
          "anio": 2008,
          "monto": 13661342.0
        },
        {
          "anio": 2009,
          "monto": 13579482.0
        },
        {
          "anio": 2010,
          "monto": 80924592.0
        },
        {
          "anio": 2011,
          "monto": 13196121.0
        },
        {
          "anio": 2012,
          "monto": 22747754.0
        },
        {
          "anio": 2013,
          "monto": 15087534.0
        },
        {
          "anio": 2014,
          "monto": 5236833.0
        },
        {
          "anio": 2015,
          "monto": 17426883.0
        },
        {
          "anio": 2016,
          "monto": 1038632.0
        },
        {
          "anio": 2017,
          "monto": 8512070.0
        },
        {
          "anio": 2019,
          "monto": 261205.0
        },
        {
          "anio": 2022,
          "monto": 16593360.0
        },
        {
          "anio": 2023,
          "monto": 28023310.0
        },
        {
          "anio": 2024,
          "monto": 53835594.0
        }
      ],
      "td_conocidos": 197,
      "n_contrapartes": 66,
      "n_trato_directo": 54,
      "top_contrapartes": [
        {
          "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
          "name": "I. Municipalidad de Coronel",
          "monto": 165286115.0,
          "share": 0.5380738360781463
        },
        {
          "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
          "name": "I. Municipalidad de Coronel",
          "monto": 23755208.0,
          "share": 0.07733290782104879
        },
        {
          "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
          "name": "I MUNICIPALIDAD DE LOTA",
          "monto": 17499899.0,
          "share": 0.056969321263979834
        }
      ],
      "pct_trato_directo": 0.27411167512690354
    },
    "senales": [
      "54 de sus 197 contratos con dato fueron por trato directo (27%)",
      "El 54% de su monto contratado corresponde a I. Municipalidad de Coronel"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}