{
  "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
  "kind": "persona",
  "canonical_name": "Luis Erratchou",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "7998289-K"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 1720,
      "monto_sum": 845899077.0,
      "groups": [
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 46,
          "monto_sum": 65992320.0,
          "date_min": "2007-04-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 309600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3942-1-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-22",
              "monto": 1285045.0,
              "date_to": "2009-01-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-13-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-31",
              "monto": 241464.0,
              "date_to": "2011-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-787-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "557fda55-0db3-40a9-b272-72111ece96ea",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 70,
          "monto_sum": 53205524.0,
          "date_min": "2007-05-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1214780.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-130-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 159238.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-295-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 654200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-44-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 191689.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4237-91-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 746958.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-125-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1231010.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-84-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 826200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-268-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1015080.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-124-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 75582.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-223-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-26",
              "monto": 1838770.0,
              "date_to": "2007-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-520-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 46602537.0,
          "date_min": "2007-02-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 640000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-65-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 79,
          "monto_sum": 44692546.0,
          "date_min": "2007-02-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 792000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-483-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-20",
              "monto": 82600.0,
              "date_to": "2007-02-20",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2361-34-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-08",
              "monto": 546686.0,
              "date_to": "2009-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-12-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-29",
              "monto": 398650.0,
              "date_to": "2008-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11836-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-16",
              "monto": 75600.0,
              "date_to": "2011-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-215-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-17",
              "monto": 3316371.0,
              "date_to": "2009-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-33-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-02-28",
              "monto": 804010.0,
              "date_to": "2011-02-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-242-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-03",
              "monto": 104601.0,
              "date_to": "2008-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-606-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-03",
              "monto": 124036.0,
              "date_to": "2011-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-1-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-08",
              "monto": 291550.0,
              "date_to": "2009-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-13-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 50,
          "monto_sum": 40339370.0,
          "date_min": "2007-01-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 128350.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-12-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 6709986.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4858-33-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 274900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-40-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1019581.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-78-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1162500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-21-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-26",
              "monto": 515746.0,
              "date_to": "2007-01-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-69-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-09-30",
              "monto": 475524.0,
              "date_to": "2011-09-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-703-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-13",
              "monto": 362355.0,
              "date_to": "2007-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-99-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 120,
          "monto_sum": 38818722.0,
          "date_min": "2007-02-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 75300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1065-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 87190.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1219-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 154105.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-236-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 206191.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-468-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 238900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-712-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 39900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-293-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 129580.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1308-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 107590.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1159-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 265000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-605-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-24",
              "monto": 1048920.0,
              "date_to": "2007-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-273-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 65,
          "monto_sum": 37408354.0,
          "date_min": "2007-04-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1456372.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-648-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 674940.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-4-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2235592.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-665-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1098300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5866-10-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 66720.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-420-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1918000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-227-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 536858.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-188-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-08",
              "monto": 9184.0,
              "date_to": "2008-08-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-15-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-14",
              "monto": 2408036.0,
              "date_to": "2008-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-11068-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-31",
              "monto": 50694.0,
              "date_to": "2010-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-635-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 52,
          "monto_sum": 28197780.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1013434.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-664-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 83860.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-253-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-08",
              "monto": 72555.0,
              "date_to": "2008-01-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-688-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 107680.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-201-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 34650.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-292-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 118200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-276-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 72365.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-76-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1391420.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-367-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 390000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-281-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-28",
              "monto": 112089.0,
              "date_to": "2009-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-874-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 55,
          "monto_sum": 24308732.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 278970.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-309-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 331088.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-42-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 37200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-338-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-06",
              "monto": 96444.0,
              "date_to": "2007-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1079-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-05",
              "monto": 146042.0,
              "date_to": "2012-04-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-253-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-16",
              "monto": 271754.0,
              "date_to": "2012-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-280-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-17",
              "monto": 739827.0,
              "date_to": "2009-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-98-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-10",
              "monto": 214175.0,
              "date_to": "2008-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-576-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-04",
              "monto": 154295.0,
              "date_to": "2008-02-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-63-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5dcab942-4fc5-4a29-b9f5-a1f81e856e98",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 33,
          "monto_sum": 23188607.0,
          "date_min": "2007-05-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 154944.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-289-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 708000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-266-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1898000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-54-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1e73db5e-8cf3-49ff-97f6-70adb09aca3d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Contulmo"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 20664901.0,
          "date_min": "2007-11-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 9044100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4474-176-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-05",
              "monto": 26727.0,
              "date_to": "2008-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-11341-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 43,
          "monto_sum": 19454985.0,
          "date_min": "2007-05-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2762571.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-519-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-04",
              "monto": 697435.0,
              "date_to": "2008-08-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-11532-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-28",
              "monto": 177845.0,
              "date_to": "2007-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1663-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-16",
              "monto": 176377.0,
              "date_to": "2007-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-589-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-03",
              "monto": 46636.0,
              "date_to": "2008-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-12149-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 47,
          "monto_sum": 19180540.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-02-23",
              "monto": 457886.0,
              "date_to": "2007-02-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2774-37-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-23",
              "monto": 544884.0,
              "date_to": "2007-02-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-79-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-13",
              "monto": 19337.0,
              "date_to": "2009-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-65-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-20",
              "monto": 237988.0,
              "date_to": "2008-06-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-241-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-13",
              "monto": 17582.0,
              "date_to": "2009-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-70-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 54,
          "monto_sum": 16906000.0,
          "date_min": "2007-05-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 349524.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-474-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-24",
              "monto": 192423.0,
              "date_to": "2008-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-472-CA08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-24",
              "monto": 225647.0,
              "date_to": "2008-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11508-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-08",
              "monto": 770269.0,
              "date_to": "2008-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11616-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-03",
              "monto": 95009.0,
              "date_to": "2008-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11425-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "632b059c-8f41-4135-abd8-58dfd5abd2c9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Mulchen"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 16760209.0,
          "date_min": "2007-03-01",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 11637.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3603-308-A107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 312260.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3603-18-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 49,
          "monto_sum": 16522065.0,
          "date_min": "2007-02-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 91080.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-87-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-01-13",
              "monto": 61432.0,
              "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=2785-33-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-27",
              "monto": 183496.0,
              "date_to": "2012-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-530-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-09-10",
              "monto": 70877.0,
              "date_to": "2009-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-938-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-26",
              "monto": 1252951.0,
              "date_to": "2010-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-235-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 40,
          "monto_sum": 14531046.0,
          "date_min": "2007-01-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 152605.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4414-240-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 259632.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4462-9-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-11",
              "monto": 90550.0,
              "date_to": "2008-08-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4455-11198-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-27",
              "monto": 226561.0,
              "date_to": "2008-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-11692-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-01-03",
              "monto": 174811.0,
              "date_to": "2014-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1735-129-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-24",
              "monto": 442951.0,
              "date_to": "2010-02-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4414-53-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-09-21",
              "monto": 32943.0,
              "date_to": "2010-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-876-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "258afe89-6766-459f-ad6d-158a1cadf3ea",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ninhue"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 13840574.0,
          "date_min": "2008-01-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 5189950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=134-23-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 16000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=134-55-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-02",
              "monto": 421260.0,
              "date_to": "2011-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1393-881-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92ccad83-2df2-4684-8f24-e8a83970171b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 69,
          "monto_sum": 13753702.0,
          "date_min": "2007-02-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 145254.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-170-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1925.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-454-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 118700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-1659-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 245950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-155-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 508500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-798-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2819.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-437-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 59160.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-173-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-17",
              "monto": 314160.0,
              "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=1969-4586-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-07",
              "monto": 107088.0,
              "date_to": "2010-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-2890-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-11",
              "monto": 173604.0,
              "date_to": "2008-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-3804-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "79a630b2-83e6-4b57-a77d-241ddd45660a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Juana"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 13101733.0,
          "date_min": "2007-02-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 218500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3956-29-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1060192.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3947-72-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 699990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3947-305-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 156376.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3947-102-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-26",
              "monto": 1162314.0,
              "date_to": "2007-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3947-170-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-17",
              "monto": 614563.0,
              "date_to": "2007-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3947-163-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-29",
              "monto": 375968.0,
              "date_to": "2009-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3947-43-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 30,
          "monto_sum": 12590073.0,
          "date_min": "2007-03-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 456000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2671-104-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 494000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2671-75-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 271332.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2417-57-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 442363.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2417-221-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-26",
              "monto": 242819.0,
              "date_to": "2008-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2671-11141-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-29",
              "monto": 373564.0,
              "date_to": "2008-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2417-72-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 12258310.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 572830.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1000-28-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-23",
              "monto": 479834.0,
              "date_to": "2007-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1000-342-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-14",
              "monto": 1310585.0,
              "date_to": "2007-12-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=998-362-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-03",
              "monto": 2377298.0,
              "date_to": "2008-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=998-11166-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ea6821df-f8ee-4e81-8561-d1f6992d6e0a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yungay"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 11983174.0,
          "date_min": "2007-10-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-08-14",
              "monto": 506970.0,
              "date_to": "2008-08-14",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3589-101-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-09-22",
              "monto": 1104091.0,
              "date_to": "2010-09-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3589-270-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-12",
              "monto": 2456927.0,
              "date_to": "2008-08-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3589-11070-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 11489636.0,
          "date_min": "2007-02-09",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 37,
          "monto_sum": 11414073.0,
          "date_min": "2007-04-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 341626.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-91-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 89600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-68-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-27",
              "monto": 159579.0,
              "date_to": "2009-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-956-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 10708689.0,
          "date_min": "2007-03-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 113520.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2409-488-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 581570.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2409-455-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-18",
              "monto": 1264125.0,
              "date_to": "2009-03-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-371-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-28",
              "monto": 208981.0,
              "date_to": "2012-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2230-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "597ff069-cca5-47ab-9ba6-36dabffe8efa",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilleco"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 9549018.0,
          "date_min": "2007-12-12",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "fc0d9553-9145-44bd-9ba6-ecb606d36b7d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Ignacio"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 9186002.0,
          "date_min": "2007-04-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-04-05",
              "monto": 1892873.0,
              "date_to": "2007-04-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3746-47-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-09",
              "monto": 78516.0,
              "date_to": "2008-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3746-11195-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67c97adb-47d3-40fa-8376-60c67c512fc3",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE HUALQUI DEPARTAMENTO DE SALUD"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 7421483.0,
          "date_min": "2007-05-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 365000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4454-290-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 163860.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4454-153-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 453615.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4456-33-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 142400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4454-303-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-19",
              "monto": 374778.0,
              "date_to": "2007-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4454-486-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7f9b69f9-962f-4247-b675-74ee18f2d099",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pinto"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 7267458.0,
          "date_min": "2008-02-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 795780.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3881-44-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1258036.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3881-32-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-12",
              "monto": 907132.0,
              "date_to": "2008-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3881-40-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coelemu"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 6736817.0,
          "date_min": "2008-03-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 184493.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3785-35-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-04",
              "monto": 219546.0,
              "date_to": "2008-03-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3785-36-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 6686670.0,
          "date_min": "2008-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-05-13",
              "monto": 75960.0,
              "date_to": "2008-05-13",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2476-17-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-29",
              "monto": 163244.0,
              "date_to": "2008-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2467-12156-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-13",
              "monto": 90392.0,
              "date_to": "2008-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2476-54-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "db343656-7276-48ab-9c45-9ea76b556999",
            "kind": "institucion_publica",
            "canonical_name": "Gobernación Provincial de Concepción"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 6446591.0,
          "date_min": "2007-04-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 349160.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1496-51-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36125c77-dbf6-47e5-a6de-a18eb28c5a1b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Penco"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 6173148.0,
          "date_min": "2007-05-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 65485.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-242-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1085.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-119-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-24",
              "monto": 520200.0,
              "date_to": "2008-07-24",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-245-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2cd01767-21a7-4278-9b40-9ecb108879e5",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 6010456.0,
          "date_min": "2008-07-09",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 44,
          "monto_sum": 5529710.0,
          "date_min": "2008-04-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 119990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-443-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 162980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-747-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-08",
              "monto": 124866.0,
              "date_to": "2011-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1712-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-07",
              "monto": 73684.0,
              "date_to": "2008-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1531-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-01",
              "monto": 416316.0,
              "date_to": "2008-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2705-11621-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-10",
              "monto": 22978.0,
              "date_to": "2008-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1329-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-25",
              "monto": 135550.0,
              "date_to": "2010-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-3602-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a71b337-d111-4778-b065-c248ee5e49d9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabrero"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 5399413.0,
          "date_min": "2007-02-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1316234.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4079-12-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-11-24",
              "monto": 375038.0,
              "date_to": "2014-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4079-896-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a4f8b8b4-60bd-4d4f-9a6e-3934a027efdc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO HERMINDA MARTIN"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 5307748.0,
          "date_min": "2008-07-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-12-15",
              "monto": 78504.0,
              "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=5128-12279-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "03f1bdec-e9af-48ef-8230-cd1fe086dc9d",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud  Concepción"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 5179511.0,
          "date_min": "2008-01-31",
          "date_max": "2011-02-07",
          "sample": [
            {
              "date": "2009-08-31",
              "monto": 462215.0,
              "date_to": "2009-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1213-867-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-05",
              "monto": 82110.0,
              "date_to": "2010-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1213-621-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9b0a803-02af-461b-beee-fe5997d8b566",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 4836482.0,
          "date_min": "2007-11-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 681350.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4020-30-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 281874.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4035-39-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-07",
              "monto": 95604.0,
              "date_to": "2010-10-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4035-201-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-26",
              "monto": 198123.0,
              "date_to": "2008-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4032-36-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-27",
              "monto": 317722.0,
              "date_to": "2008-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-64-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3bd79cdb-6807-4c37-ab63-799a747d9acb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4577906.0,
          "date_min": "2009-02-03",
          "date_max": "2010-08-25",
          "sample": []
        },
        {
          "other": {
            "id": "ac8869b0-2f7b-4156-8af3-4851148ab830",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabrero"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4401451.0,
          "date_min": "2008-08-12",
          "date_max": "2010-11-03",
          "sample": [
            {
              "date": "2010-11-03",
              "monto": 88536.0,
              "date_to": "2010-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4081-553-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "be960a51-748d-4dec-92e0-9a2f3723bb04",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ANTUCO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 4326598.0,
          "date_min": "2007-10-01",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 4323627.0,
          "date_min": "2007-03-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 17900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1832-46-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-29",
              "monto": 73990.0,
              "date_to": "2008-07-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1832-64-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "31a5a738-a0f7-402f-94c7-a5cb457fd4d7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO BIOBIO"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 3914984.0,
          "date_min": "2007-02-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-11-19",
              "monto": 80970.0,
              "date_to": "2007-11-19",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4829-139-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-20",
              "monto": 333557.0,
              "date_to": "2007-02-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4830-9-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3864284.0,
          "date_min": "2007-12-20",
          "date_max": "2009-01-24",
          "sample": [
            {
              "date": "2009-01-22",
              "monto": 375390.0,
              "date_to": "2009-01-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-107-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-24",
              "monto": 825265.0,
              "date_to": "2008-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-11807-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5c6c6a51-2dd4-4e65-b576-d1e621fec53c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD TALCAHUANO HOSPITAL PENCO-LIRQUEN"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 3605778.0,
          "date_min": "2007-08-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 183176.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1625-202-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 73440.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1625-178-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-03",
              "monto": 19516.0,
              "date_to": "2007-08-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1625-1409-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bb8c02e9-5f86-4b01-8f9c-9db739c1c47d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 3421616.0,
          "date_min": "2008-02-26",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "f09ca824-320f-4e43-bc3c-5c438b4e674a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Nicolás"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 3270498.0,
          "date_min": "2007-05-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 471834.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1493-127-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d195f1ba-46d3-4ea7-8026-ed624736512a",
            "kind": "institucion_publica",
            "canonical_name": "DEPARTAMENTO SALUD MUNICIPALIDAD DE QUILLON"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3233009.0,
          "date_min": "2008-12-17",
          "date_max": "2010-01-22",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 94,
        "count": 294,
        "monto_sum": 77314617.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 1720,
      "monto_sum": 845899077.0,
      "grado_pctl": 0.9714194982534138,
      "monto_pctl": 0.9552238805970149,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-03",
            "monto": 1156259.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-297-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-14",
            "monto": 368424.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3942-10-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-08",
            "monto": 777546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-58-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-23",
            "monto": 3496934.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-112-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-26",
            "monto": 112990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-718-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-19",
            "monto": 1277346.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3943-13-D108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-12",
            "monto": 21420000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3943-9-D108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-03",
            "monto": 624452.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3943-6-D108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-18",
            "monto": 83776.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-193-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-25",
            "monto": 2259291.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11157-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-26",
            "monto": 3591901.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11160-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-22",
            "monto": 1785624.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-11810-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-17",
            "monto": 2876682.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11184-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-27",
            "monto": 431884.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-12064-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-07",
            "monto": 1391229.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-11211-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-18",
            "monto": 179654.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3942-11374-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-08",
            "monto": 54906.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11249-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-08",
            "monto": 56977.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11248-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-08",
            "monto": 70329.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11247-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 3619469.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11273-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 28045.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11272-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 866920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11243-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-06",
            "monto": 2797071.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11246-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 1664351.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-11242-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-10",
            "monto": 2463086.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-11238-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-27",
            "monto": 416488.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-101-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-22",
            "monto": 460530.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-14-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-22",
            "monto": 1285045.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-13-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-11",
            "monto": 61250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-50-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-27",
            "monto": 29489.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-72-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-11",
            "monto": 325941.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-44-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-27",
            "monto": 107076.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-71-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-09",
            "monto": 95200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-73-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-14",
            "monto": 109242.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-77-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-09",
            "monto": 32130.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-74-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-14",
            "monto": 104720.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3941-76-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-14",
            "monto": 1188241.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-1560-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-07",
            "monto": 594120.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-1527-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-09",
            "monto": 1188241.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-1550-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-31",
            "monto": 241464.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-787-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 971647.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3892-53-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 309600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3942-1-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 653400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3941-9-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4198000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3941-20-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 70400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4189-111-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 94950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3892-101-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Lebu",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 65992320.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-28",
            "monto": 1464901.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-185-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-11",
            "monto": 170438.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-204-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-05",
            "monto": 888880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-258-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-19",
            "monto": 178143.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-270-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-04",
            "monto": 431494.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-246-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-02",
            "monto": 867176.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-287-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-20",
            "monto": 214438.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4979-243-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-02",
            "monto": 89942.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-422-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-26",
            "monto": 189493.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-519-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-05",
            "monto": 839842.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-476-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-05",
            "monto": 983178.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-475-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-12",
            "monto": 238000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-490-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-31",
            "monto": 272117.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-526-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-14",
            "monto": 883265.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-500-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-26",
            "monto": 1838770.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-520-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-13",
            "monto": 575119.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-496-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-12",
            "monto": 228109.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4237-75-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-31",
            "monto": 1271883.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4237-10-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-19",
            "monto": 758684.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-110-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-19",
            "monto": 819219.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-111-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-22",
            "monto": 582957.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-183-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-15",
            "monto": 487305.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-155-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-18",
            "monto": 499800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-177-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-18",
            "monto": 2138128.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-176-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-19",
            "monto": 1207945.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-232-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-29",
            "monto": 1445588.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-247-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-15",
            "monto": 1660145.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-230-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-09",
            "monto": 705562.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-291-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-14",
            "monto": 218338.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11369-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-14",
            "monto": 142633.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11368-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-09",
            "monto": 3293831.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11365-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-19",
            "monto": 3073610.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11465-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-18",
            "monto": 123165.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11461-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-09",
            "monto": 191661.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11445-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-22",
            "monto": 1137732.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11474-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-26",
            "monto": 150451.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11485-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-19",
            "monto": 434350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11466-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-26",
            "monto": 274735.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-11484-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-02",
            "monto": 647360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-149-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-09",
            "monto": 1076961.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4979-212-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-23",
            "monto": 733373.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4979-250-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-12",
            "monto": 941994.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4236-454-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1231010.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-84-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 143226.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-96-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 362600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-113-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 746958.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-125-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 149700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-136-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 728720.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-144-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 180200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4979-285-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 75582.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-223-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 200000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-254-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 826200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-268-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 705750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-269-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 483294.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-274-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 191689.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4237-91-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 742240.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-293-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1545185.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-294-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 159238.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-295-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 239970.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-324-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1068810.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4237-2-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 654200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-44-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 688420.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-51-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2174587.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-66-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 489880.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-76-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 409500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-78-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 420000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-84-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1015080.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-124-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1395080.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-126-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1214780.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-130-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 592910.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4236-172-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "557fda55-0db3-40a9-b272-72111ece96ea",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Curanilahue",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 53205524.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-21",
            "monto": 6742223.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-81-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-27",
            "monto": 1213014.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-89-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 5665734.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-43-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-11",
            "monto": 1081025.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-318-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-27",
            "monto": 2365422.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-391-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-27",
            "monto": 1835050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-452-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-17",
            "monto": 1435140.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-433-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-30",
            "monto": 3167304.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-24-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-19",
            "monto": 761600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-64-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-13",
            "monto": 1661156.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-189-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-28",
            "monto": 1175219.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11229-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-09",
            "monto": 637838.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11259-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-09",
            "monto": 1955240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11258-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-20",
            "monto": 1544940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11320-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-04",
            "monto": 337837.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11351-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-20",
            "monto": 2831367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11367-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-09",
            "monto": 534072.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-11399-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-21",
            "monto": 1427643.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-17-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-17",
            "monto": 411668.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-67-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1019340.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-85-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 908425.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-242-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1987750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-272-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1206000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-331-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2661600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-15-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 640000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-65-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1395930.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-127-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 46602537.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-20",
            "monto": 98294.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-119-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-13",
            "monto": 362938.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-235-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-29",
            "monto": 215230.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-245-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-02",
            "monto": 223662.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-369-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-22",
            "monto": 257040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-1061-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-04",
            "monto": 323641.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-1262-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-26",
            "monto": 2185909.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-1396-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-16",
            "monto": 199920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-6-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-01",
            "monto": 1458940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-1410-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-01",
            "monto": 942480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-1426-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-28",
            "monto": 96604.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-209-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-17",
            "monto": 2457449.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-158-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-24",
            "monto": 444636.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-369-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-15",
            "monto": 43911.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-307-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-15",
            "monto": 65866.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-308-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-11",
            "monto": 46048.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-287-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-02",
            "monto": 65866.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-259-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-20",
            "monto": 82600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2361-34-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-05",
            "monto": 332843.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-412-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-25",
            "monto": 98591.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-582-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-11",
            "monto": 484069.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-519-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-03",
            "monto": 104601.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-606-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-17",
            "monto": 83701.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-636-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-07",
            "monto": 56354.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-608-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-20",
            "monto": 182308.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-11047-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-05",
            "monto": 106469.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11572-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-16",
            "monto": 2007908.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11690-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-22",
            "monto": 2239101.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11711-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-01",
            "monto": 1539999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11632-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-13",
            "monto": 309162.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11670-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-13",
            "monto": 179380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11749-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 3364032.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11793-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 47576.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-11598-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 398650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11836-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 175644.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-15-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 231336.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-14-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 159364.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-11-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-13",
            "monto": 110817.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-18-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 449701.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-16-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 291550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-13-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-17",
            "monto": 3316371.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-33-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-17",
            "monto": 3563102.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-32-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 546686.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-12-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-16",
            "monto": 1221951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-125-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-18",
            "monto": 78825.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-17-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-03",
            "monto": 313160.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-115-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-14",
            "monto": 153331.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-780-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-18",
            "monto": 20642.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-754-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-28",
            "monto": 123165.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-846-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 304990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-65-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-28",
            "monto": 594187.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-1894-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-04",
            "monto": 599010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-727-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-03",
            "monto": 124036.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-1-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-28",
            "monto": 804010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-242-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-06",
            "monto": 218174.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-748-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-17",
            "monto": 484806.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-778-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-11",
            "monto": 377320.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-2058-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-16",
            "monto": 75600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-215-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 180866.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2361-71-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-25",
            "monto": 265598.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-869-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-06",
            "monto": 323204.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-424-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-21",
            "monto": 142657.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-36-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-24",
            "monto": 311114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-533-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-27",
            "monto": 94367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-1784-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 187952.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-141-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-27",
            "monto": 116025.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2359-451-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-28",
            "monto": 88158.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-13-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-12",
            "monto": 141360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-119-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 216000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2361-270-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 271968.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-471-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 792000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-483-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1836899.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-500-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1226000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-506-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2362-3-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-24",
            "monto": 2065084.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-44-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 279700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-166-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 406781.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-242-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-322-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 47357.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-341-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TALCAHUANO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 44692546.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-25",
            "monto": 542342.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-62-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-01-26",
            "monto": 515746.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-69-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-13",
            "monto": 362355.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-99-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-08",
            "monto": 152736.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-91-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-07",
            "monto": 294822.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-131-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-04",
            "monto": 231931.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-178-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-03",
            "monto": 327131.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-176-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 304500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-14-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-31",
            "monto": 1213301.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-347-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-04",
            "monto": 154105.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-441-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-03",
            "monto": 349860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4976-603-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-25",
            "monto": 787077.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-91-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-21",
            "monto": 110458.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4856-94-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-13",
            "monto": 1383375.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-72-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-05",
            "monto": 1725059.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-67-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-21",
            "monto": 1016557.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-113-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-29",
            "monto": 104351.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-144-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-09",
            "monto": 7984883.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-180-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-13",
            "monto": 1938986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5816-11256-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-11",
            "monto": 356940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5816-11232-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-21",
            "monto": 152698.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5816-11319-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-08",
            "monto": 52717.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5816-11406-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-08",
            "monto": 957902.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4856-7-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-29",
            "monto": 430625.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-25-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-03",
            "monto": 312154.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5816-243-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 247750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-22-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 274900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-40-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 194900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-41-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-30",
            "monto": 475524.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-703-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-28",
            "monto": 158002.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1112-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-24",
            "monto": 261954.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1320-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-06",
            "monto": 193303.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1179-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-09",
            "monto": 161221.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4856-634-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-06",
            "monto": 764396.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1459-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-19",
            "monto": 210630.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1481-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-08",
            "monto": 1625480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-196-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1019581.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-78-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 455750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-9-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 433400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-10-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 128350.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-12-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 294000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4976-78-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 92822.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4856-15-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 661410.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4858-23-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1449630.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-19-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1162500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-21-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 854250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-33-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6709986.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4858-33-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87690.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-45-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-17",
            "monto": 359380.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-53-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-11",
            "monto": 299950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5816-11025-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TIRUA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 40339370.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "NA",
            "monto": 298700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-118-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-26",
            "monto": 147298.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-145-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-12",
            "monto": 355453.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-114-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-24",
            "monto": 1048920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-273-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-18",
            "monto": 249781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-441-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-13",
            "monto": 245367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-414-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-06",
            "monto": 92748.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-511-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-17",
            "monto": 175525.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-662-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-07",
            "monto": 280245.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-749-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-10",
            "monto": 512890.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-861-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-31",
            "monto": 154700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-929-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-10",
            "monto": 200019.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-857-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-22",
            "monto": 111481.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-975-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 128032.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1019-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 217343.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1022-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-10",
            "monto": 89607.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-940-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 137445.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1020-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-17",
            "monto": 103756.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1065-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-28",
            "monto": 126871.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1101-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 123780.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-135-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-08",
            "monto": 154200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-46-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-07",
            "monto": 147277.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-35-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-02",
            "monto": 795860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-9-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-11",
            "monto": 112233.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-120-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-29",
            "monto": 798490.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-181-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-07",
            "monto": 549780.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-110-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-24",
            "monto": 302260.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-221-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-18",
            "monto": 903924.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-213-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-24",
            "monto": 47481.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-325-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-03",
            "monto": 356643.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-350-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-23",
            "monto": 117810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-453-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-04",
            "monto": 666138.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-360-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-23",
            "monto": 315350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-559-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-04",
            "monto": 179887.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-476-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-25",
            "monto": 109099.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-648-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-24",
            "monto": 377706.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-607-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-23",
            "monto": 161721.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-586-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-15",
            "monto": 1800151.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-748-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-02",
            "monto": 284291.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-723-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-30",
            "monto": 44982.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11459-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-30",
            "monto": 252512.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11691-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-03",
            "monto": 616182.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11511-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-28",
            "monto": 83300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11678-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-02",
            "monto": 176001.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11498-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-16",
            "monto": 592334.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11611-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-03",
            "monto": 308091.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11504-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-03",
            "monto": 138999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11701-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-18",
            "monto": 119523.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-11830-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-23",
            "monto": 730921.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-175-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-24",
            "monto": 949774.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-188-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-24",
            "monto": 1295553.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-185-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-27",
            "monto": 226790.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-197-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-04",
            "monto": 59476.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-205-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-04",
            "monto": 261681.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-224-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-04",
            "monto": 1052566.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-221-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-09",
            "monto": 558252.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-350-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-12",
            "monto": 167754.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-727-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-01",
            "monto": 60496.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-922-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-24",
            "monto": 80470.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1222-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-15",
            "monto": 128222.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1141-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-29",
            "monto": 19028.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-769-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-06",
            "monto": 88440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-658-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-03",
            "monto": 65414.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-88-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-05",
            "monto": 142145.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1106-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-02",
            "monto": 376456.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-371-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-30",
            "monto": 55274.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-485-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-22",
            "monto": 17850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-595-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-26",
            "monto": 96747.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-706-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-17",
            "monto": 268416.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-772-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-17",
            "monto": 424518.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-771-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-08",
            "monto": 35200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-735-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-14",
            "monto": 492588.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1278-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-15",
            "monto": 246901.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1455-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-15",
            "monto": 199455.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-274-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-29",
            "monto": 235609.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-313-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-03",
            "monto": 246403.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-341-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-30",
            "monto": 259182.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-525-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 881446.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-319-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-24",
            "monto": 149940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1179-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-27",
            "monto": 196754.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1271-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-26",
            "monto": 606528.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1457-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-12",
            "monto": 524006.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1380-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-10",
            "monto": 77148.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1370-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-25",
            "monto": 899640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-140-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-26",
            "monto": 2045848.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-148-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-05",
            "monto": 513030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-352-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-26",
            "monto": 189055.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1784-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 206191.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-468-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 209900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-510-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 77940.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-563-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 147500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-624-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 314000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-793-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 193200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-934-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 431000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-942-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 130000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1034-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 75300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1065-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 93682.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1078-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 115500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1146-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 107590.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1159-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 182642.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1161-C207",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 106615.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1218-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87190.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1219-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 668790.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1283-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 129580.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1308-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 123763.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-1329-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 462000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-16-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 94314.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-30-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-18",
            "monto": 759600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-182-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 154105.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-236-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 39900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-293-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 299700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-378-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 559780.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-385-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 151166.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-437-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 99000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-445-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 135900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-540-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 265000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-605-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 91680.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-639-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 317400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-642-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 238900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-712-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1512732.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-775-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 38818722.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-20",
            "monto": 356350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-367-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-26",
            "monto": 438372.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-441-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 2660354.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-961-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-22",
            "monto": 1733082.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-944-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-31",
            "monto": 80896.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-495-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-05",
            "monto": 2601244.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-997-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-15",
            "monto": 177072.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-43-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-17",
            "monto": 803178.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-7-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-29",
            "monto": 23776.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-73-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-22",
            "monto": 28693.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-38-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-05",
            "monto": 10928.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-13-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-28",
            "monto": 916911.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-198-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-10",
            "monto": 638861.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-230-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-26",
            "monto": 2282420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-319-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-24",
            "monto": 709228.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-453-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-20",
            "monto": 79396.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-573-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-22",
            "monto": 51986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-329-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-10",
            "monto": 138028.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-384-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-06",
            "monto": 1306977.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-7-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-09",
            "monto": 47481.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-16-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 599652.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-11028-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-30",
            "monto": 2238570.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-11054-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-14",
            "monto": 2408036.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-11068-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-20",
            "monto": 52336.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11266-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-17",
            "monto": 198694.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-11521-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-07",
            "monto": 10698.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11297-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-04",
            "monto": 367906.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11288-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-10",
            "monto": 195445.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-11380-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-13",
            "monto": 321062.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-5-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-30",
            "monto": 173799.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-93-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-07",
            "monto": 513073.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-19-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-09",
            "monto": 26168.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-58-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-27",
            "monto": 175987.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-512-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-08",
            "monto": 783315.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-225-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-28",
            "monto": 209482.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-269-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-11",
            "monto": 166314.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-293-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-30",
            "monto": 328083.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-301-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-31",
            "monto": 50694.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-635-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-05",
            "monto": 108647.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-478-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-22",
            "monto": 57096.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-778-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-14",
            "monto": 36417.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-497-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-27",
            "monto": 11876.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-400-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-24",
            "monto": 12733.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-531-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-16",
            "monto": 158193.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-62-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-21",
            "monto": 155114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-73-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 299454.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-248-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-07",
            "monto": 211974.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-829-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-23",
            "monto": 267571.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-880-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 368380.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-374-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1456372.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-648-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2235592.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-665-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2185920.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-682-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-31",
            "monto": 67980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-412-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 24112.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4429-8-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 674940.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-4-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 19980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4429-15-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-08",
            "monto": 9184.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-15-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 770514.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-115-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 536858.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-188-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1918000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-227-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 595990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-345-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 66720.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-420-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1098300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5866-10-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 115990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4429-178-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 39900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5866-25-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Hualpen",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 37408354.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-23",
            "monto": 86114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-175-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-03",
            "monto": 407724.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-204-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-30",
            "monto": 615738.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-301-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-16",
            "monto": 128139.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-332-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-29",
            "monto": 464100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-474-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-26",
            "monto": 140658.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-465-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-30",
            "monto": 41233.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-479-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-05",
            "monto": 99793.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-407-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-02",
            "monto": 274890.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-498-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-10",
            "monto": 236664.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-732-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-10",
            "monto": 60475.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-818-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 72365.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-76-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-14",
            "monto": 190668.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-890-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-27",
            "monto": 1205986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-998-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-29",
            "monto": 83109.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-96-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-08",
            "monto": 86340.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-16-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-08",
            "monto": 24811.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-266-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-29",
            "monto": 999600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-418-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-25",
            "monto": 1905273.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-537-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-23",
            "monto": 910350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-522-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-10",
            "monto": 2184411.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-484-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-14",
            "monto": 1655789.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-620-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-02",
            "monto": 140420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11379-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-10",
            "monto": 309400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11451-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-26",
            "monto": 1602755.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11716-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-30",
            "monto": 845816.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11749-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-16",
            "monto": 604218.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11660-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-24",
            "monto": 691306.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11703-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-30",
            "monto": 1854972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11747-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-31",
            "monto": 17897.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-634-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-28",
            "monto": 112089.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-874-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-17",
            "monto": 491470.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-306-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-30",
            "monto": 341737.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-359-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-30",
            "monto": 548856.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-175-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-03",
            "monto": 51027.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-88-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 107680.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-201-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83860.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-253-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 118200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-276-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 390000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-281-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 34650.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-292-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 231000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-307-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 198878.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-444-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-14",
            "monto": 50820.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-523-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1013434.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-664-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-08",
            "monto": 72555.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-688-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 69840.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-24-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 20850.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-137-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 840000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-232-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1835640.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-285-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2134760.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-315-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1391420.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-367-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-02",
            "monto": 118000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-391-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE TOME",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 28197780.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-16",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-301-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-15",
            "monto": 2451547.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-546-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-17",
            "monto": 413191.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-649-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-25",
            "monto": 211944.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1044-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-06",
            "monto": 96444.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1079-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-22",
            "monto": 848892.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1346-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-19",
            "monto": 1777306.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-95-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-04",
            "monto": 393994.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-64-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-04",
            "monto": 154295.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-63-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-22",
            "monto": 444475.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-120-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-24",
            "monto": 260508.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-247-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-16",
            "monto": 864987.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-352-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-30",
            "monto": 44268.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-657-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-10",
            "monto": 214175.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-576-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-04",
            "monto": 331974.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-547-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-03",
            "monto": 249400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-541-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-01",
            "monto": 334520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-668-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-05",
            "monto": 458007.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-11471-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-16",
            "monto": 182801.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-11692-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-15",
            "monto": 198968.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-11699-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-08",
            "monto": 123060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-11801-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-27",
            "monto": 881290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-11891-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 368281.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-12032-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-01",
            "monto": 214414.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-12005-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 167183.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-12161-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-17",
            "monto": 739827.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-98-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-12",
            "monto": 408586.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-819-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-28",
            "monto": 123641.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-905-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-10",
            "monto": 125246.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-975-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-24",
            "monto": 679866.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1467-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-29",
            "monto": 65252.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1166-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-12",
            "monto": 331153.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1040-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-16",
            "monto": 465099.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-789-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-05",
            "monto": 146042.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-253-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-16",
            "monto": 271754.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-280-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-18",
            "monto": 203260.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-296-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-27",
            "monto": 785638.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-337-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-16",
            "monto": 179549.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-419-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-09",
            "monto": 398561.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-378-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-08",
            "monto": 102544.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-514-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-12",
            "monto": 175034.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-943-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2060124.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-261-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 347220.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-304-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 81046.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-483-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 713355.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-615-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 129660.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-41-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 331088.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-42-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 373509.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-49-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1493535.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-67-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 726880.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-208-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 209580.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-306-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 278970.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-309-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 179979.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-314-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 37200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-338-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 281110.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-339-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Coronel",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 24308732.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-23",
            "monto": 184507.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-302-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-29",
            "monto": 523600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-633-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-26",
            "monto": 297500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-641-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-07",
            "monto": 888044.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-724-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-11",
            "monto": 842520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-726-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-03",
            "monto": 184383.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-767-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-30",
            "monto": 463203.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-42-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-17",
            "monto": 268928.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4359-100-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-28",
            "monto": 2258620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-185-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-02",
            "monto": 2207450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-231-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-31",
            "monto": 882980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11273-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-12",
            "monto": 240380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11299-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 349810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11318-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-14",
            "monto": 67794.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11413-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-12",
            "monto": 1083615.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11515-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-04",
            "monto": 491023.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11495-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-06",
            "monto": 873733.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-11547-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-26",
            "monto": 605115.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-491-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-01",
            "monto": 1544025.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-497-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-04",
            "monto": 171252.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-429-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-05",
            "monto": 186702.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-479-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-22",
            "monto": 336472.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-680-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 155048.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-124-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 440000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-236-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 250000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-246-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1374912.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-257-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 708000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-266-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 154944.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-289-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 363047.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-2-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 225990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4359-23-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1898000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-54-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1855000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-69-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-28",
            "monto": 812010.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4351-106-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "5dcab942-4fc5-4a29-b9f5-a1f81e856e98",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Nacimiento",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 23188607.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-21",
            "monto": 264180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-478-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-06",
            "monto": 12888.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-97-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-06",
            "monto": 2469678.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-93-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-06",
            "monto": 135326.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-90-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-04",
            "monto": 220621.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-11337-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-05",
            "monto": 26727.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-11341-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-18",
            "monto": 3129224.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-11370-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-09",
            "monto": 4993835.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-11406-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-17",
            "monto": 146322.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4474-11556-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 222000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4474-138-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 9044100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4474-176-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "1e73db5e-8cf3-49ff-97f6-70adb09aca3d",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Contulmo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20664901.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-15",
            "monto": 159007.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-578-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-15",
            "monto": 375623.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-576-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-16",
            "monto": 176377.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-589-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-19",
            "monto": 298546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-758-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-19",
            "monto": 233240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-757-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-17",
            "monto": 218960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-879-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-03",
            "monto": 218960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-821-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-31",
            "monto": 228480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1112-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-08",
            "monto": 741548.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1007-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-09",
            "monto": 137331.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1021-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-07",
            "monto": 218960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-994-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-10",
            "monto": 940100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1322-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-28",
            "monto": 177845.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1663-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-16",
            "monto": 3019095.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-665-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 16541.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-11698-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-04",
            "monto": 697435.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-11532-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-10",
            "monto": 57785.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-11788-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-03",
            "monto": 46636.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-12149-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-21",
            "monto": 243652.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-12250-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-15",
            "monto": 2991576.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-12361-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-16",
            "monto": 357988.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-48-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-22",
            "monto": 138343.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1974-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-28",
            "monto": 8681.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-589-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-01",
            "monto": 380490.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-936-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-19",
            "monto": 176647.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1367-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-27",
            "monto": 23681.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1592-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-20",
            "monto": 133669.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1532-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-20",
            "monto": 222768.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1519-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-28",
            "monto": 148216.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-525-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 133620.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-530-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 315650.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-528-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 196000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-664-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 250879.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-666-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 184000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-684-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 184000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-753-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 184000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-777-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 623150.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-863-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 115405.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-868-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 192000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-933-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 790000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-1105-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 149450.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-1345-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2762571.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-519-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-04",
            "monto": 586080.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-11483-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "88bf7b3c-2e07-463d-a85d-46fcd84bf022",
            "kind": "persona",
            "name": "luis erratchou",
            "role": "ancla"
          },
          {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOS ANGELES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 19454985.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 129,
        "monto": 680098696.0,
        "share": 0.8039950799000576
      },
      "periodo": {
        "desde": "2007-01-25",
        "hasta": "2015-01-17"
      },
      "monto_total": 845899077.0,
      "n_contratos": 1720,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 122013358.0
        },
        {
          "anio": 2008,
          "monto": 344033132.0
        },
        {
          "anio": 2009,
          "monto": 73782248.0
        },
        {
          "anio": 2010,
          "monto": 33582402.0
        },
        {
          "anio": 2011,
          "monto": 30407036.0
        },
        {
          "anio": 2012,
          "monto": 24429215.0
        },
        {
          "anio": 2013,
          "monto": 12583569.0
        },
        {
          "anio": 2014,
          "monto": 3254897.0
        },
        {
          "anio": 2015,
          "monto": 415905.0
        }
      ],
      "td_conocidos": 1270,
      "n_contrapartes": 132,
      "n_trato_directo": 64,
      "top_contrapartes": [
        {
          "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
          "name": "Ilustre Municipalidad de Lebu",
          "monto": 65992320.0,
          "share": 0.07801441305982179
        },
        {
          "id": "557fda55-0db3-40a9-b272-72111ece96ea",
          "name": "Ilustre Municipalidad de Curanilahue",
          "monto": 53205524.0,
          "share": 0.06289819370496842
        },
        {
          "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
          "name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL",
          "monto": 46602537.0,
          "share": 0.05509231333515215
        }
      ],
      "pct_trato_directo": 0.050393700787401574
    },
    "senales": [
      "64 de sus 1270 contratos con dato fueron por trato directo (5%)"
    ],
    "built_at": "2026-07-09",
    "editorial": [
      "Top 4% por monto en sin_clasificar"
    ]
  }
}