{
  "id": "395abd1c-a508-4702-b6dc-0018915b4387",
  "kind": "persona",
  "canonical_name": "Fernando Narbona Erazo",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "8226286-5"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 342,
      "monto_sum": 86548911.0,
      "groups": [
        {
          "other": {
            "id": "3566efc4-dea7-4f48-a2d0-4334ada202e3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MINICIPALIDAD DE COMBARBALA"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 7613690.0,
          "date_min": "2007-04-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 46725.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-25-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 168581.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-21-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 151390.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-34-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 105124.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-33-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 155439.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-27-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-03",
              "monto": 1633291.0,
              "date_to": "2007-05-03",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-23-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-09",
              "monto": 180154.0,
              "date_to": "2008-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-69-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-09",
              "monto": 125097.0,
              "date_to": "2008-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-66-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Unión"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 7165408.0,
          "date_min": "2009-07-28",
          "date_max": "2011-03-21",
          "sample": [
            {
              "date": "2009-11-10",
              "monto": 123193.0,
              "date_to": "2009-11-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-1683-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-24",
              "monto": 808897.0,
              "date_to": "2009-10-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-1474-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-21",
              "monto": 60573.0,
              "date_to": "2011-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-256-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-23",
              "monto": 118881.0,
              "date_to": "2010-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-1136-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-09-01",
              "monto": 169154.0,
              "date_to": "2009-09-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-979-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-11",
              "monto": 2202435.0,
              "date_to": "2010-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-1038-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-18",
              "monto": 33305.0,
              "date_to": "2009-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-1732-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-15",
              "monto": 35848.0,
              "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=3335-1604-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-28",
              "monto": 150038.0,
              "date_to": "2009-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-768-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 7093223.0,
          "date_min": "2007-09-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 93527.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-315-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 118984.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-215-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 312071.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-112-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-30",
              "monto": 411576.0,
              "date_to": "2008-07-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-251-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-07",
              "monto": 111297.0,
              "date_to": "2007-09-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-739-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-08",
              "monto": 141590.0,
              "date_to": "2008-07-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-583-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-17",
              "monto": 371364.0,
              "date_to": "2008-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-623-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-17",
              "monto": 117533.0,
              "date_to": "2009-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-801-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-20",
              "monto": 472945.0,
              "date_to": "2008-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11707-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-25",
              "monto": 108400.0,
              "date_to": "2008-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11737-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 6962884.0,
          "date_min": "2008-02-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 466950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-44-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-01",
              "monto": 165716.0,
              "date_to": "2008-04-01",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2997-33-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 144626.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-26-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 87765.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-22-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 30928.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-20-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-06-01",
              "monto": 317528.0,
              "date_to": "2010-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-514-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-29",
              "monto": 36804.0,
              "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=2992-48-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-18",
              "monto": 234427.0,
              "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=2992-995-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-29",
              "monto": 25275.0,
              "date_to": "2008-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11259-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-27",
              "monto": 67221.0,
              "date_to": "2008-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11248-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villarrica"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 5965926.0,
          "date_min": "2007-07-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-08-17",
              "monto": 22820.0,
              "date_to": "2007-08-17",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3922-43-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 116929.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3922-44-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-05",
              "monto": 289027.0,
              "date_to": "2007-07-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3922-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-31",
              "monto": 20002.0,
              "date_to": "2009-12-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-591-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-03",
              "monto": 343942.0,
              "date_to": "2007-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-143-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-21",
              "monto": 139145.0,
              "date_to": "2007-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-231-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7f85eaf7-0a0e-4c2f-b31e-34be524595b9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Collipulli"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 5332594.0,
          "date_min": "2007-03-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 366392.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-230-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 433025.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-17-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 162994.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-99-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 17972.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-22-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 12498.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-49-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-16",
              "monto": 29371.0,
              "date_to": "2008-05-16",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-44-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 113952.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-92-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-15",
              "monto": 76931.0,
              "date_to": "2010-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-1036-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-30",
              "monto": 147803.0,
              "date_to": "2009-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-87-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-02",
              "monto": 59478.0,
              "date_to": "2010-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-598-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7903593-cf42-4d63-b78c-0f1bc041ea0a",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Licantén"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4739471.0,
          "date_min": "2010-02-11",
          "date_max": "2010-07-29",
          "sample": [
            {
              "date": "2010-02-11",
              "monto": 4302164.0,
              "date_to": "2010-02-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3299-14-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2384832.0,
          "date_min": "2007-08-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 18317.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-140-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-09",
              "monto": 375217.0,
              "date_to": "2008-12-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-11263-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-15",
              "monto": 363437.0,
              "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=2756-11269-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-22",
              "monto": 21797.0,
              "date_to": "2007-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-271-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-23",
              "monto": 1313329.0,
              "date_to": "2008-12-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-11987-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-05",
              "monto": 194158.0,
              "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=2755-873-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 2357575.0,
          "date_min": "2009-10-22",
          "date_max": "2018-03-15",
          "sample": [
            {
              "date": "2011-05-16",
              "monto": 23152.0,
              "date_to": "2011-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2038-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-13",
              "monto": 92967.0,
              "date_to": "2011-04-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1615-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-10-06",
              "monto": 136165.0,
              "date_to": "2016-10-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-25",
              "monto": 1565358.0,
              "date_to": "2016-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1335-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ce52f692-b834-45d7-975a-4e62528b8673",
            "kind": "institucion_publica",
            "canonical_name": "Il. Municipalidad de Punta Arenas"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2307855.0,
          "date_min": "2008-02-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 803136.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2354-18-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-25",
              "monto": 51527.0,
              "date_to": "2009-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2354-210-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2150124.0,
          "date_min": "2008-02-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 981792.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-47-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 1884441.0,
          "date_min": "2008-11-18",
          "date_max": "2009-01-26",
          "sample": [
            {
              "date": "2008-12-02",
              "monto": 202002.0,
              "date_to": "2008-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11341-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-18",
              "monto": 252933.0,
              "date_to": "2008-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11308-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-26",
              "monto": 95204.0,
              "date_to": "2009-01-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-29-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-02",
              "monto": 137349.0,
              "date_to": "2008-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11342-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-28",
              "monto": 121130.0,
              "date_to": "2008-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11339-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "70c4ca29-6f6a-4616-8038-41f8bbfaf87d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE AYSEN"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1792671.0,
          "date_min": "2007-07-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 168582.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2712-149-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 56770.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2712-145-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 673353.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2712-3-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3942a085-899a-4661-92b1-f31cc5376cbd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1390897.0,
          "date_min": "2008-12-05",
          "date_max": "2012-02-03",
          "sample": [
            {
              "date": "2009-03-16",
              "monto": 945217.0,
              "date_to": "2009-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-139-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-27",
              "monto": 78826.0,
              "date_to": "2009-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-717-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "163b9af7-f3de-4edf-803d-0b591dd753c0",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CAMINA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1332152.0,
          "date_min": "2012-01-24",
          "date_max": "2016-03-01",
          "sample": [
            {
              "date": "2016-03-01",
              "monto": 854801.0,
              "date_to": "2016-03-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-7-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d0616cb2-5273-4850-a934-7abba5baab83",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paihuano"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1057953.0,
          "date_min": "2008-07-24",
          "date_max": "2008-08-04",
          "sample": [
            {
              "date": "2008-07-24",
              "monto": 483084.0,
              "date_to": "2008-07-24",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3911-13-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1056219.0,
          "date_min": "2007-08-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 122449.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2447-198-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-22",
              "monto": 393831.0,
              "date_to": "2008-01-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2447-5-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-17",
              "monto": 295666.0,
              "date_to": "2008-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2447-40-OC08",
              "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": 1052826.0,
          "date_min": "2010-08-09",
          "date_max": "2010-08-09",
          "sample": [
            {
              "date": "2010-08-09",
              "monto": 1052826.0,
              "date_to": "2010-08-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-311-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1014217.0,
          "date_min": "2007-05-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 29980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-79-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-01-13",
              "monto": 117911.0,
              "date_to": "2010-01-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-19-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-03",
              "monto": 136037.0,
              "date_to": "2009-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-312-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-10",
              "monto": 315940.0,
              "date_to": "2009-08-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-377-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-24",
              "monto": 35676.0,
              "date_to": "2007-05-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-197-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-28",
              "monto": 378673.0,
              "date_to": "2009-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-335-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1000423.0,
          "date_min": "2009-03-17",
          "date_max": "2012-01-10",
          "sample": [
            {
              "date": "2009-03-17",
              "monto": 186063.0,
              "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=2789-196-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-10",
              "monto": 617360.0,
              "date_to": "2012-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2789-11-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-07",
              "monto": 125639.0,
              "date_to": "2009-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2789-502-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3c5fccb5-b22f-4b0b-bedc-a254e7c3d373",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ercilla"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 944879.0,
          "date_min": "2009-10-23",
          "date_max": "2011-12-30",
          "sample": [
            {
              "date": "2010-10-22",
              "monto": 101777.0,
              "date_to": "2010-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4307-178-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-30",
              "monto": 299899.0,
              "date_to": "2011-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4307-347-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-02",
              "monto": 119508.0,
              "date_to": "2009-11-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4307-162-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 871623.0,
          "date_min": "2007-08-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 78834.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-191-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 151966.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-186-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-24",
              "monto": 212175.0,
              "date_to": "2012-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-795-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-22",
              "monto": 180839.0,
              "date_to": "2007-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-455-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0e4237ba-ea4e-4617-877e-dc2319fd4d39",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Mulchen"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 832977.0,
          "date_min": "2007-06-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 124739.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3604-40-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 255616.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3604-64-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 812480.0,
          "date_min": "2007-03-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 159484.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-128-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 137640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5351-128-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-18",
              "monto": 163791.0,
              "date_to": "2008-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-285-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-18",
              "monto": 71803.0,
              "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=5351-425-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-23",
              "monto": 89977.0,
              "date_to": "2016-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-263-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3939338-9bde-4f9b-b674-7a720ec7846a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Calbuco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 639560.0,
          "date_min": "2008-09-11",
          "date_max": "2008-09-30",
          "sample": [
            {
              "date": "2008-09-30",
              "monto": 417982.0,
              "date_to": "2008-09-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3510-11874-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fbee8fa-9375-441d-9980-3797b4158bb5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CANELA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 615556.0,
          "date_min": "2010-03-10",
          "date_max": "2010-03-10",
          "sample": []
        },
        {
          "other": {
            "id": "8c432ce0-c98d-452d-acf1-71796115d9c6",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de San Pablo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 604255.0,
          "date_min": "2009-10-08",
          "date_max": "2010-01-06",
          "sample": [
            {
              "date": "2010-01-06",
              "monto": 130475.0,
              "date_to": "2010-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2940-1-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "31574cf5-c01a-43bc-8d52-a413aed2f3ef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Chanco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 554593.0,
          "date_min": "2007-12-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 253239.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3469-438-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ee10f1-0525-46db-98b6-2a40bf236fbd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paillaco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 539795.0,
          "date_min": "2009-09-29",
          "date_max": "2010-07-21",
          "sample": [
            {
              "date": "2010-07-21",
              "monto": 170945.0,
              "date_to": "2010-07-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3788-539-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-09-29",
              "monto": 368850.0,
              "date_to": "2009-09-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3788-495-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 538203.0,
          "date_min": "2007-06-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 236796.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4455-141-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 465550.0,
          "date_min": "2007-07-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 212580.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5060-196-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-10",
              "monto": 252970.0,
              "date_to": "2007-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-256-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "794e34f9-42e3-4a61-a715-85fb5be3dc21",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LAGO RANCO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 453054.0,
          "date_min": "2008-08-25",
          "date_max": "2008-08-25",
          "sample": []
        },
        {
          "other": {
            "id": "7d1ee56a-d41c-4fa4-af82-c38d5e53b3c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Sauces"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 446739.0,
          "date_min": "2008-02-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 46981.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3705-145-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 157010.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3705-39-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 442206.0,
          "date_min": "2008-10-08",
          "date_max": "2008-10-08",
          "sample": []
        },
        {
          "other": {
            "id": "cac75ff5-5a91-4bb9-a7f7-d257db193dbf",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LOLOL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 402121.0,
          "date_min": "2011-04-18",
          "date_max": "2013-04-03",
          "sample": [
            {
              "date": "2013-04-03",
              "monto": 142650.0,
              "date_to": "2013-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3038-51-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 401258.0,
          "date_min": "2010-06-17",
          "date_max": "2010-06-17",
          "sample": []
        },
        {
          "other": {
            "id": "34645c6a-ef27-47a1-897a-9f5ae3050270",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laguna Blanca"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 388908.0,
          "date_min": "2012-09-28",
          "date_max": "2012-09-28",
          "sample": []
        },
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 372077.0,
          "date_min": "2008-10-29",
          "date_max": "2008-10-29",
          "sample": []
        },
        {
          "other": {
            "id": "7b12a29c-6a4d-4e49-b8c3-370caa50f46e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilleco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 360417.0,
          "date_min": "2008-08-18",
          "date_max": "2008-08-18",
          "sample": [
            {
              "date": "2008-08-18",
              "monto": 164574.0,
              "date_to": "2008-08-18",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3650-57-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-18",
              "monto": 195843.0,
              "date_to": "2008-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3650-11111-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9b36a026-c269-46dc-9787-30559db7f2b4",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puerto Octay"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 359703.0,
          "date_min": "2010-05-11",
          "date_max": "2010-05-11",
          "sample": []
        },
        {
          "other": {
            "id": "e078aa2f-91c7-415e-9a95-10038c0c1789",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Rio Bueno"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 339516.0,
          "date_min": "2010-09-21",
          "date_max": "2010-09-21",
          "sample": []
        },
        {
          "other": {
            "id": "46a712a6-78b4-43c4-a54c-5fbaf4aaa5a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puerto Saavedra"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 328062.0,
          "date_min": "2008-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 149800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3608-67-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-16",
              "monto": 178262.0,
              "date_to": "2008-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3608-387-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 325033.0,
          "date_min": "2009-01-27",
          "date_max": "2009-01-27",
          "sample": []
        },
        {
          "other": {
            "id": "3cdc1477-7b62-4ce4-ac84-9ca59fa0ef0d",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE TIERRA DEL FUEGO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 313742.0,
          "date_min": "2011-12-29",
          "date_max": "2011-12-29",
          "sample": [
            {
              "date": "2011-12-29",
              "monto": 313742.0,
              "date_to": "2011-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1536-314-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "86dbd809-3d45-47b0-8df6-86f9a875aaed",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Taltal"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 311805.0,
          "date_min": "2009-08-06",
          "date_max": "2009-08-13",
          "sample": [
            {
              "date": "2009-08-13",
              "monto": 143788.0,
              "date_to": "2009-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3917-88-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coelemu"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 311536.0,
          "date_min": "2009-07-03",
          "date_max": "2012-03-12",
          "sample": [
            {
              "date": "2012-03-12",
              "monto": 253688.0,
              "date_to": "2012-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3786-16-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b67a9a43-3207-486f-af32-c8d375d4a321",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de los Lagos"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 292485.0,
          "date_min": "2009-05-07",
          "date_max": "2009-06-26",
          "sample": []
        },
        {
          "other": {
            "id": "972e314a-1f5e-440b-a1b7-43f25a7c80c8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CARAHUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 292054.0,
          "date_min": "2007-05-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 133358.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3516-418-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-29",
              "monto": 158696.0,
              "date_to": "2007-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-389-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca0439d-160e-45ce-aae9-fe555cc0fbd3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Joaquin"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 290956.0,
          "date_min": "2007-04-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 132857.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=218-112-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "68451189-d8f3-42cc-991d-281b57c82520",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabildo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 283583.0,
          "date_min": "2008-03-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 129490.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4561-11-CO08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 50,
        "count": 84,
        "monto_sum": 6758804.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 342,
      "monto_sum": 86548911.0,
      "grado_pctl": 0.8280295724847316,
      "monto_pctl": 0.8437801350048216,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-27",
            "monto": 1943616.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-65-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-30",
            "monto": 200611.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-57-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-09",
            "monto": 125097.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-66-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-09",
            "monto": 180154.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-69-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-27",
            "monto": 55602.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-94-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-03",
            "monto": 184972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-114-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-17",
            "monto": 125110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-390-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-13",
            "monto": 990301.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-412-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-03",
            "monto": 1633291.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-23-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-13",
            "monto": 1547677.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-1023-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168581.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-21-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 46725.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-25-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 155439.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-27-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 105124.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-33-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 151390.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3615-34-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "3566efc4-dea7-4f48-a2d0-4334ada202e3",
            "kind": "institucion_publica",
            "name": "ILUSTRE MINICIPALIDAD DE COMBARBALA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7613690.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-07",
            "monto": 111297.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-739-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-17",
            "monto": 371364.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-623-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-08",
            "monto": 141590.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-583-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-01",
            "monto": 489775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11291-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-25",
            "monto": 14220.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11522-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 108595.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11557-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-20",
            "monto": 472945.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11707-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-25",
            "monto": 107896.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11736-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-25",
            "monto": 108400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11737-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-25",
            "monto": 290260.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11712-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-25",
            "monto": 421431.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11727-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-12",
            "monto": 110241.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11775-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-09",
            "monto": 506090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11881-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-17",
            "monto": 117533.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-801-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-03",
            "monto": 745535.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1116-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-21",
            "monto": 639830.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1444-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-17",
            "monto": 695972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1567-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-21",
            "monto": 592692.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1765-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-24",
            "monto": 77727.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-140-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-27",
            "monto": 33672.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-279-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 93527.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-315-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 312071.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-112-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 118984.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-215-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-30",
            "monto": 411576.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-251-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Coronel",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7093223.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-29",
            "monto": 104440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-56-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-29",
            "monto": 36804.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-48-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-20",
            "monto": 172104.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-85-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-01",
            "monto": 197202.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2997-142-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-07",
            "monto": 555670.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-164-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-27",
            "monto": 67221.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11248-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-29",
            "monto": 25275.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11259-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 2273017.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11238-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 40984.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11232-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-05",
            "monto": 39532.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11350-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-01",
            "monto": 112098.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-11534-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-28",
            "monto": 326782.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-314-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-02",
            "monto": 47642.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-326-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-17",
            "monto": 63360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-429-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-17",
            "monto": 141764.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-434-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-09",
            "monto": 183081.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-401-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-11",
            "monto": 323741.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-507-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-18",
            "monto": 234427.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-995-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-10",
            "monto": 681217.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-958-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-01",
            "monto": 317528.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-514-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-01",
            "monto": 123010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-537-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 30928.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-20-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87765.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-22-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 144626.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-26-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-01",
            "monto": 165716.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2997-33-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 466950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-44-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE MONTEPATRIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6962884.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-03",
            "monto": 343942.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-143-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-17",
            "monto": 27155.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-190-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-21",
            "monto": 139145.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-231-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-26",
            "monto": 1235305.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-263-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-25",
            "monto": 582463.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-235-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-18",
            "monto": 210950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-357-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-31",
            "monto": 20002.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-591-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-31",
            "monto": 2144124.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-614-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-28",
            "monto": 43293.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-76-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-14",
            "monto": 275275.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-235-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-05",
            "monto": 209950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-377-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-08",
            "monto": 70821.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-381-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-28",
            "monto": 234725.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3922-498-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-05",
            "monto": 289027.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3922-32-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-17",
            "monto": 22820.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3922-43-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 116929.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3922-44-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Villarrica",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5965926.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-16",
            "monto": 515299.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-63-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-14",
            "monto": 193962.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-263-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-07",
            "monto": 135602.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-241-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-18",
            "monto": 436006.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-637-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-25",
            "monto": 34951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-161-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-09",
            "monto": 21386.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-97-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-07",
            "monto": 14872.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-183-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 104855.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-11221-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-02",
            "monto": 180217.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-11319-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-02",
            "monto": 344012.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-11325-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-17",
            "monto": 33454.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-11502-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-22",
            "monto": 404256.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-11524-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 433025.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-17-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-20",
            "monto": 153444.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-65-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-20",
            "monto": 288998.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-64-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-30",
            "monto": 147803.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-87-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-07",
            "monto": 625624.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-183-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-02",
            "monto": 59478.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-598-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-15",
            "monto": 76931.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-1036-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-10",
            "monto": 425240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3212-1003-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 113952.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-92-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 162994.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-99-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 366392.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-230-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 17972.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-22-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-16",
            "monto": 29371.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-44-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 12498.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3212-49-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "7f85eaf7-0a0e-4c2f-b31e-34be524595b9",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Collipulli",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5332594.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-22",
            "monto": 21797.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-271-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-09",
            "monto": 375217.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-11263-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-23",
            "monto": 1313329.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-11987-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-15",
            "monto": 363437.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-11269-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-05",
            "monto": 194158.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-873-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-12",
            "monto": 98577.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-514-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 18317.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-140-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN ANTONIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2384832.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-26",
            "monto": 955731.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2354-46-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-25",
            "monto": 51527.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2354-210-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-18",
            "monto": 497461.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2354-193-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 803136.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2354-18-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "ce52f692-b834-45d7-975a-4e62528b8673",
            "kind": "institucion_publica",
            "name": "Il. Municipalidad de Punta Arenas",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2307855.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-05",
            "monto": 1168332.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-77-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 981792.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-47-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2150124.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-19",
            "monto": 200612.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2712-222-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-16",
            "monto": 693354.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2712-10-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 56770.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2712-145-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168582.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2712-149-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 673353.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2712-3-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "70c4ca29-6f6a-4616-8038-41f8bbfaf87d",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE AYSEN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1792671.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-04",
            "monto": 574869.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3911-11029-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-24",
            "monto": 483084.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3911-13-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "d0616cb2-5273-4850-a934-7abba5baab83",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Paihuano",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1057953.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-06",
            "monto": 98559.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2447-117-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-17",
            "monto": 295666.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2447-40-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-21",
            "monto": 145714.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2447-64-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 122449.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2447-198-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-22",
            "monto": 393831.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2447-5-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE COQUIMBO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1056219.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-24",
            "monto": 35676.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-197-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-28",
            "monto": 378673.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-335-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-03",
            "monto": 136037.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-312-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-10",
            "monto": 315940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-377-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-13",
            "monto": 117911.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-19-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 29980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-79-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "395abd1c-a508-4702-b6dc-0018915b4387",
            "kind": "persona",
            "name": "FERNANDO NARBONA ERAZO",
            "role": "ancla"
          },
          {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TIRUA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1014217.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 97,
        "monto": 64676590.0,
        "share": 0.7472836948809212
      },
      "periodo": {
        "desde": "2007-02-21",
        "hasta": "2018-03-15"
      },
      "monto_total": 86548911.0,
      "n_contratos": 342,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 9688626.0
        },
        {
          "anio": 2008,
          "monto": 22039590.0
        },
        {
          "anio": 2009,
          "monto": 20581891.0
        },
        {
          "anio": 2010,
          "monto": 15137252.0
        },
        {
          "anio": 2011,
          "monto": 1725474.0
        },
        {
          "anio": 2012,
          "monto": 4637590.0
        },
        {
          "anio": 2013,
          "monto": 372918.0
        },
        {
          "anio": 2016,
          "monto": 3100705.0
        },
        {
          "anio": 2018,
          "monto": 81284.0
        }
      ],
      "td_conocidos": 269,
      "n_contrapartes": 100,
      "n_trato_directo": 20,
      "top_contrapartes": [
        {
          "id": "3566efc4-dea7-4f48-a2d0-4334ada202e3",
          "name": "ILUSTRE MINICIPALIDAD DE COMBARBALA",
          "monto": 7613690.0,
          "share": 0.08796979548361966
        },
        {
          "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
          "name": "Ilustre Municipalidad de La Unión",
          "monto": 7165408.0,
          "share": 0.0827902733519085
        },
        {
          "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
          "name": "I. Municipalidad de Coronel",
          "monto": 7093223.0,
          "share": 0.0819562362835507
        }
      ],
      "pct_trato_directo": 0.07434944237918216
    },
    "senales": [
      "20 de sus 269 contratos con dato fueron por trato directo (7%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}