{
  "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
  "kind": "empresa",
  "canonical_name": "sociedad comercializadora art. varios",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "78558060-5"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 336,
      "monto_sum": 153560377.0,
      "groups": [
        {
          "other": {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 18663834.0,
          "date_min": "2007-09-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 83770.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-337-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-24",
              "monto": 2057420.0,
              "date_to": "2012-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-312-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-15",
              "monto": 248281.0,
              "date_to": "2011-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1194-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-05",
              "monto": 1717217.0,
              "date_to": "2009-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-522-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-10-18",
              "monto": 1935151.0,
              "date_to": "2013-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1062-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-06-13",
              "monto": 334461.0,
              "date_to": "2012-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-534-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 11495731.0,
          "date_min": "2007-07-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 54900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-227-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 264090.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-714-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 543570.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-708-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 652130.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-596-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 622350.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-515-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-22",
              "monto": 1116220.0,
              "date_to": "2009-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-661-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-12",
              "monto": 192637.0,
              "date_to": "2009-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-250-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-09",
              "monto": 740596.0,
              "date_to": "2007-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-531-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-15",
              "monto": 221221.0,
              "date_to": "2010-02-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-103-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-06-29",
              "monto": 791469.0,
              "date_to": "2012-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-737-SE12",
              "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": 32,
          "monto_sum": 9536142.0,
          "date_min": "2007-01-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 112400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-15-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 83000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-306-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 443639.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-632-CO06",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 228105.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-246-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 31070.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-530-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 109830.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-57-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 76500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-84-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 87980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-5-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 410500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-80-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-09-06",
              "monto": 189924.0,
              "date_to": "2013-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1274-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 9025043.0,
          "date_min": "2009-10-29",
          "date_max": "2010-04-14",
          "sample": []
        },
        {
          "other": {
            "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 6320380.0,
          "date_min": "2008-06-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1841220.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-135-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 858800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-134-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-30",
              "monto": 2191051.0,
              "date_to": "2008-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-226-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-17",
              "monto": 407337.0,
              "date_to": "2009-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-131-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 5829292.0,
          "date_min": "2007-05-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-06-27",
              "monto": 75960.0,
              "date_to": "2007-06-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-381-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 170250.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-152-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 4980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-206-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-09",
              "monto": 202597.0,
              "date_to": "2007-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-177-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-11",
              "monto": 211593.0,
              "date_to": "2009-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-704-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 90392.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-561-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-08",
              "monto": 1416100.0,
              "date_to": "2010-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-119-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5570152.0,
          "date_min": "2009-02-03",
          "date_max": "2009-02-03",
          "sample": [
            {
              "date": "2009-02-03",
              "monto": 5570152.0,
              "date_to": "2009-02-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-140-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 5464211.0,
          "date_min": "2007-05-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 45660.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-356-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 18600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-457-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 267943.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-243-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 184430.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-240-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 35100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-529-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-24",
              "monto": 246449.0,
              "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=2656-128-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-19",
              "monto": 41769.0,
              "date_to": "2007-10-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-826-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-28",
              "monto": 721616.0,
              "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=2656-882-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-12",
              "monto": 59738.0,
              "date_to": "2010-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-718-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-05",
              "monto": 22134.0,
              "date_to": "2007-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-808-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 5181321.0,
          "date_min": "2007-03-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 148940.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2362-25-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 62300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-40-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-18",
              "monto": 132328.0,
              "date_to": "2009-02-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-16-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-27",
              "monto": 61880.0,
              "date_to": "2009-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-338-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-09",
              "monto": 535500.0,
              "date_to": "2011-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-196-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-04-17",
              "monto": 235477.0,
              "date_to": "2014-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-17-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-07-04",
              "monto": 113050.0,
              "date_to": "2012-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-387-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5071649.0,
          "date_min": "2007-04-20",
          "date_max": "2007-04-20",
          "sample": [
            {
              "date": "2007-04-20",
              "monto": 5071649.0,
              "date_to": "2007-04-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-1182-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 4650460.0,
          "date_min": "2007-01-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 136940.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-165-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 42740.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-183-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 40000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-219-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 186910.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-167-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 140980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2774-136-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-14",
              "monto": 167766.0,
              "date_to": "2007-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-193-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-03-15",
              "monto": 142800.0,
              "date_to": "2012-03-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-300-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-09",
              "monto": 119000.0,
              "date_to": "2007-01-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-5-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-03",
              "monto": 162958.0,
              "date_to": "2007-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-427-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-18",
              "monto": 128520.0,
              "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=2771-138-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36125c77-dbf6-47e5-a6de-a18eb28c5a1b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Penco"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 4444089.0,
          "date_min": "2007-05-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 607500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-192-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 43430.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-323-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-03",
              "monto": 29300.0,
              "date_to": "2007-08-03",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-371-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-16",
              "monto": 605698.0,
              "date_to": "2010-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-39-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-12",
              "monto": 107278.0,
              "date_to": "2011-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-900-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-04",
              "monto": 51681.0,
              "date_to": "2007-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-362-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-03",
              "monto": 34867.0,
              "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=4494-431-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-10",
              "monto": 130900.0,
              "date_to": "2009-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-850-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-17",
              "monto": 660450.0,
              "date_to": "2009-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-314-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-10",
              "monto": 64141.0,
              "date_to": "2009-08-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-481-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a44e7ebf-f8a2-492c-812b-b1837b2d2d9d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE COBQUECURA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3952760.0,
          "date_min": "2008-08-18",
          "date_max": "2012-01-30",
          "sample": [
            {
              "date": "2008-08-18",
              "monto": 517540.0,
              "date_to": "2008-08-18",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3496-11040-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-30",
              "monto": 119595.0,
              "date_to": "2012-01-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3497-54-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 3676108.0,
          "date_min": "2007-04-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 65430.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-120-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 193090.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-28-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 41700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-126-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-09-28",
              "monto": 56465.0,
              "date_to": "2010-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-815-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-09",
              "monto": 219269.0,
              "date_to": "2009-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-92-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-27",
              "monto": 152943.0,
              "date_to": "2011-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1674-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3574767.0,
          "date_min": "2007-04-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1456378.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2575-23-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 159700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1091-44-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-03",
              "monto": 35557.0,
              "date_to": "2007-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2575-178-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-25",
              "monto": 190043.0,
              "date_to": "2007-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1091-227-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "edae6437-cfcc-4634-b992-36e5f41c7cd0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Romeral"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3540250.0,
          "date_min": "2009-11-11",
          "date_max": "2009-11-11",
          "sample": [
            {
              "date": "2009-11-11",
              "monto": 3540250.0,
              "date_to": "2009-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4475-206-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3171671.0,
          "date_min": "2007-06-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-06-20",
              "monto": 236450.0,
              "date_to": "2007-06-20",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3736-86-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 158155.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3736-88-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-15",
              "monto": 824598.0,
              "date_to": "2009-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3736-298-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2592062.0,
          "date_min": "2007-05-31",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1183590.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2482-455-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-31",
              "monto": 1408472.0,
              "date_to": "2007-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2482-458-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "31574cf5-c01a-43bc-8d52-a413aed2f3ef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Chanco"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2547324.0,
          "date_min": "2007-06-15",
          "date_max": "2010-02-02",
          "sample": [
            {
              "date": "2007-06-15",
              "monto": 259480.0,
              "date_to": "2007-06-15",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3469-177-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-02",
              "monto": 233811.0,
              "date_to": "2010-02-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3469-106-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-03",
              "monto": 241272.0,
              "date_to": "2009-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3469-273-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "427ab02a-3d9b-427f-844a-0074a930fe80",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO BIOBIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2299193.0,
          "date_min": "2007-07-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1049860.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4828-42-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-10",
              "monto": 1249333.0,
              "date_to": "2007-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4828-79-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9dfd1844-119d-4528-b6e3-10d05a796558",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CONCHALI"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2201500.0,
          "date_min": "2009-06-05",
          "date_max": "2009-06-05",
          "sample": [
            {
              "date": "2009-06-05",
              "monto": 2201500.0,
              "date_to": "2009-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2296-847-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2089448.0,
          "date_min": "2010-02-04",
          "date_max": "2010-10-02",
          "sample": [
            {
              "date": "2010-10-02",
              "monto": 1089361.0,
              "date_to": "2010-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1303-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-04",
              "monto": 146667.0,
              "date_to": "2010-02-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-44-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6015bcd7-aeee-46ba-a2b0-f7c1cc75c6c9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2053935.0,
          "date_min": "2007-12-31",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 937870.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3019-179-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-31",
              "monto": 1116065.0,
              "date_to": "2007-12-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3019-570-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9b0a803-02af-461b-beee-fe5997d8b566",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1735909.0,
          "date_min": "2007-02-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-03-06",
              "monto": 98900.0,
              "date_to": "2007-03-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4020-27-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 114500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4020-39-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-06",
              "monto": 70091.0,
              "date_to": "2007-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-123-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-15",
              "monto": 349027.0,
              "date_to": "2009-01-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-8-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-28",
              "monto": 117691.0,
              "date_to": "2007-02-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-115-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e4f56c6-4dc4-46be-b4a2-8eb95e29c0a6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pelluhue"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1721750.0,
          "date_min": "2007-06-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 112490.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3231-322-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-20",
              "monto": 47576.0,
              "date_to": "2009-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3231-413-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-17",
              "monto": 379491.0,
              "date_to": "2009-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3231-318-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-15",
              "monto": 220150.0,
              "date_to": "2009-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3251-166-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coelemu"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1677851.0,
          "date_min": "2009-02-26",
          "date_max": "2009-12-31",
          "sample": [
            {
              "date": "2009-12-31",
              "monto": 602520.0,
              "date_to": "2009-12-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=531568-238-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-14",
              "monto": 164089.0,
              "date_to": "2009-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3785-190-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-14",
              "monto": 600236.0,
              "date_to": "2009-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3785-200-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-09",
              "monto": 207893.0,
              "date_to": "2009-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3785-105-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-10",
              "monto": 29750.0,
              "date_to": "2009-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3783-55-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1567763.0,
          "date_min": "2008-04-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 254030.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2671-68-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 324000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2671-89-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-06",
              "monto": 385560.0,
              "date_to": "2008-05-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2671-95-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-14",
              "monto": 302295.0,
              "date_to": "2008-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2671-74-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b22b44a1-720f-4d74-bef8-d377c4d90c1f",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Renaico"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1424608.0,
          "date_min": "2009-06-05",
          "date_max": "2009-06-05",
          "sample": []
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1394909.0,
          "date_min": "2007-05-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 414540.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4455-59-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-04",
              "monto": 487067.0,
              "date_to": "2009-08-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-696-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-30",
              "monto": 493302.0,
              "date_to": "2007-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-146-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92ccad83-2df2-4684-8f24-e8a83970171b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1334723.0,
          "date_min": "2007-06-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 145890.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-925-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-20",
              "monto": 929128.0,
              "date_to": "2010-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-6970-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "895773f0-f722-4e67-be72-f26b10c68150",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1090000.0,
          "date_min": "2008-07-31",
          "date_max": "2009-01-13",
          "sample": [
            {
              "date": "2008-07-31",
              "monto": 495000.0,
              "date_to": "2008-07-31",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4229-14-L108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE SAN CLEMENTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1028328.0,
          "date_min": "2010-11-09",
          "date_max": "2010-11-09",
          "sample": [
            {
              "date": "2010-11-09",
              "monto": 1028328.0,
              "date_to": "2010-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-2009-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 900537.0,
          "date_min": "2014-03-31",
          "date_max": "2014-03-31",
          "sample": [
            {
              "date": "2014-03-31",
              "monto": 900537.0,
              "date_to": "2014-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-191-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "17d6d866-ccbf-4a89-b965-fec40e310811",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NAC DE SALUD HOSPITAL TRAUMATOLOGICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 893694.0,
          "date_min": "2007-07-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 208230.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2157-186-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 199850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2157-345-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-30",
              "monto": 237821.0,
              "date_to": "2007-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2157-1138-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 885955.0,
          "date_min": "2009-02-11",
          "date_max": "2009-02-11",
          "sample": [
            {
              "date": "2009-02-11",
              "monto": 885955.0,
              "date_to": "2009-02-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-127-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 882266.0,
          "date_min": "2007-05-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 4060.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-73-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 90850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4959-54-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-10",
              "monto": 4831.0,
              "date_to": "2007-08-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4959-324-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "02bda496-b5fe-469b-b91c-66971ca7b1a1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO SUR HOSP"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 869627.0,
          "date_min": "2007-12-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 397090.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2069-1717-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5731abc0-a15b-4ed0-a8e3-7f2f2cfebd84",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL GUILLERMO GRANT BENAVENTE DE CO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 805498.0,
          "date_min": "2007-12-27",
          "date_max": "2014-06-23",
          "sample": [
            {
              "date": "2009-04-01",
              "monto": 71162.0,
              "date_to": "2009-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-325-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-04",
              "monto": 123260.0,
              "date_to": "2011-05-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-606-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fc0d9553-9145-44bd-9ba6-ecb606d36b7d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Ignacio"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 785509.0,
          "date_min": "2007-06-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 358680.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3747-18-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-06",
              "monto": 426829.0,
              "date_to": "2007-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3747-199-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1accb97-335b-4f9f-b748-71633f66fe0d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 740775.0,
          "date_min": "2011-12-16",
          "date_max": "2011-12-16",
          "sample": [
            {
              "date": "2011-12-16",
              "monto": 740775.0,
              "date_to": "2011-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4358-758-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 710215.0,
          "date_min": "2009-09-22",
          "date_max": "2009-11-06",
          "sample": [
            {
              "date": "2009-11-06",
              "monto": 350181.0,
              "date_to": "2009-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-1102-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb0a627c-ecda-4827-beb8-7563cdc4e85c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DE TALCAHUANO HOSPITAL"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 702343.0,
          "date_min": "2007-08-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 62470.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-1565-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 18990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-1285-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 57180.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-1444-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 86780.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-1209-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 32900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-645-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-22",
              "monto": 74339.0,
              "date_to": "2007-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2130-7452-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-13",
              "monto": 68044.0,
              "date_to": "2008-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2130-1061-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "10e65516-9721-4cac-8e7d-f80ca0cf8843",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Barbara"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 692032.0,
          "date_min": "2010-05-11",
          "date_max": "2012-04-27",
          "sample": [
            {
              "date": "2011-02-24",
              "monto": 78171.0,
              "date_to": "2011-02-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3962-78-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbe2e157-3cff-4b46-8379-e10fc9198a94",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 639063.0,
          "date_min": "2008-03-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 291810.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2410-80-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0339cc8e-fb4b-4c61-b3f2-a4fd7d2cb69c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD NUBLE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 610716.0,
          "date_min": "2007-06-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 198500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4934-8-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-11",
              "monto": 176001.0,
              "date_to": "2007-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4934-80-CA07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "79a630b2-83e6-4b57-a77d-241ddd45660a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Juana"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 608804.0,
          "date_min": "2012-01-28",
          "date_max": "2012-01-28",
          "sample": [
            {
              "date": "2012-01-28",
              "monto": 608804.0,
              "date_to": "2012-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3947-54-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b6b484bf-e923-4a4e-8a90-40fca7c7015d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 568665.0,
          "date_min": "2009-09-25",
          "date_max": "2009-09-25",
          "sample": []
        },
        {
          "other": {
            "id": "e1e83b50-8682-4184-9bfc-6b92f217d4bc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Maule"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 561680.0,
          "date_min": "2010-10-12",
          "date_max": "2010-10-12",
          "sample": [
            {
              "date": "2010-10-12",
              "monto": 561680.0,
              "date_to": "2010-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4689-381-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 549181.0,
          "date_min": "2011-11-14",
          "date_max": "2011-11-14",
          "sample": []
        },
        {
          "other": {
            "id": "c495221f-143b-4ef6-be2a-bdc46dec3a36",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilaco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 519066.0,
          "date_min": "2010-01-19",
          "date_max": "2010-01-19",
          "sample": [
            {
              "date": "2010-01-19",
              "monto": 519066.0,
              "date_to": "2010-01-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3796-34-SE10",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 21,
        "count": 38,
        "monto_sum": 4707588.0
      }
    }
  },
  "card_updated_at": "2026-07-21T09:47:15.982008+00:00",
  "insights": {
    "stats": {
      "grado": 336,
      "monto_sum": 153560377.0,
      "grado_pctl": 0.5321131447587354,
      "monto_pctl": 0.286522462562396,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-04",
            "monto": 99686.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-818-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-05",
            "monto": 1717217.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-522-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-14",
            "monto": 617134.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-825-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-18",
            "monto": 1544096.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-837-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-06",
            "monto": 1011666.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1184-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-06",
            "monto": 545555.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1187-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-15",
            "monto": 706707.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-508-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-12",
            "monto": 460577.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1042-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-15",
            "monto": 248281.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1194-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-27",
            "monto": 2725897.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1504-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-23",
            "monto": 744178.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-195-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-02",
            "monto": 3832038.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2760-45-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-24",
            "monto": 2057420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-312-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-13",
            "monto": 334461.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-534-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-18",
            "monto": 1935151.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-1062-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83770.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-337-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Coronel",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 18663834.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-09",
            "monto": 740596.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-531-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-31",
            "monto": 776034.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-597-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-02",
            "monto": 42054.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-608-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-16",
            "monto": 646848.0,
            "rel_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-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-16",
            "monto": 314267.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-649-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-26",
            "monto": 53550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-225-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-13",
            "monto": 317325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-253-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-12",
            "monto": 192637.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-250-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-04",
            "monto": 1184169.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-214-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-22",
            "monto": 1116220.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-661-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-15",
            "monto": 221221.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-103-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-15",
            "monto": 458245.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-283-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-27",
            "monto": 55858.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-144-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-13",
            "monto": 288503.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-262-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-23",
            "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=3017-490-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-29",
            "monto": 791469.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-737-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-19",
            "monto": 420367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1229-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-30",
            "monto": 1206660.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-552-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-03-04",
            "monto": 453843.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-179-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 622350.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-515-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 652130.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-596-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 543570.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-708-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 264090.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-714-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 54900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3017-227-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11495731.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-15",
            "monto": 527930.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-32-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-21",
            "monto": 133756.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-31-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-12",
            "monto": 130697.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-156-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-02",
            "monto": 104696.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-8-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-28",
            "monto": 628082.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-386-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-01",
            "monto": 488495.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-120-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-07",
            "monto": 91035.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-125-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 112400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-15-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-20",
            "monto": 36973.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-810-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-09",
            "monto": 98770.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-420-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-21",
            "monto": 49884.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-11388-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-13",
            "monto": 118952.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-15-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-22",
            "monto": 71400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-506-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-21",
            "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=2787-122-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-08",
            "monto": 130424.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-579-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-30",
            "monto": 21420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-741-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-07",
            "monto": 1704675.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-674-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-01",
            "monto": 145084.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-95-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-10",
            "monto": 141029.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-155-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-02",
            "monto": 868581.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1040-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-28",
            "monto": 214188.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1627-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-26",
            "monto": 188377.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1787-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-03",
            "monto": 1571246.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1110-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-09-06",
            "monto": 189924.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1274-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 228105.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-246-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 410500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-80-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 76500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-84-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 443639.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-632-CO06",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-5-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 109830.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-57-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 31070.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-530-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-306-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9536142.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-30",
            "monto": 2191051.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-226-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-24",
            "monto": 1021972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-220-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-17",
            "monto": 407337.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-131-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 858800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-134-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1841220.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-135-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "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": 6320380.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-09",
            "monto": 202597.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-177-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-25",
            "monto": 90392.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-561-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-07",
            "monto": 5926.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-253-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-12",
            "monto": 28119.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-62-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-22",
            "monto": 285600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-248-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-11",
            "monto": 211593.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-704-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-15",
            "monto": 1229091.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5866-21-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-08",
            "monto": 1416100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-119-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-18",
            "monto": 495801.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-376-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-24",
            "monto": 1612883.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-4-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 170250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-152-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-206-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 75960.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-381-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Hualpen",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5829292.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-10",
            "monto": 318852.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-421-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-10",
            "monto": 219471.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-423-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-29",
            "monto": 54335.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-580-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-19",
            "monto": 41769.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-826-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-05",
            "monto": 22134.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-808-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-09",
            "monto": 321300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-221-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-28",
            "monto": 721616.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-882-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-02",
            "monto": 46126.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-1025-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-02",
            "monto": 284886.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-1023-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-24",
            "monto": 246449.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-128-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-20",
            "monto": 85085.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-510-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-12",
            "monto": 59738.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-718-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-25",
            "monto": 229634.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-320-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-08",
            "monto": 772988.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-614-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-27",
            "monto": 412335.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-989-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-26",
            "monto": 657118.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-59-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-22",
            "monto": 418642.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-222-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 184430.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-240-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 267943.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-243-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 45660.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-356-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 18600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-457-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 35100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-529-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE TOME",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5464211.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-05",
            "monto": 74137.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-180-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-26",
            "monto": 177238.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-32-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-18",
            "monto": 132328.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-16-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 62300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2358-40-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-27",
            "monto": 61880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-338-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-18",
            "monto": 1663263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-781-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-09",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-196-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-11",
            "monto": 141229.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-210-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-06",
            "monto": 847875.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-423-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-18",
            "monto": 831631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-632-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-21",
            "monto": 156473.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2362-34-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-04",
            "monto": 113050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-387-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-17",
            "monto": 235477.0,
            "rel_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-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 148940.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2362-25-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TALCAHUANO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5181321.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-09",
            "monto": 119000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-5-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-14",
            "monto": 167766.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-193-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-03",
            "monto": 162958.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-427-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-03",
            "monto": 222422.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-428-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-03",
            "monto": 50860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-425-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-02",
            "monto": 47600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-488-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-11",
            "monto": 308162.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-631-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-10",
            "monto": 1510407.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-128-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-18",
            "monto": 128520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-138-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-19",
            "monto": 469145.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-153-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-23",
            "monto": 323680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-239-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-08",
            "monto": 79968.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-396-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-13",
            "monto": 101852.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-1363-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-15",
            "monto": 142800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-300-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-20",
            "monto": 267750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-1052-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 140980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2774-136-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 136940.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-165-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 186910.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-167-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 42740.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-183-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 40000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-219-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE CHIGUAYANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4650460.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-14",
            "monto": 722925.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-202-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-04",
            "monto": 51681.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-362-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-03",
            "monto": 34867.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-431-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-09",
            "monto": 992364.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-11668-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-26",
            "monto": 263287.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-96-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-17",
            "monto": 660450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-314-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-02",
            "monto": 46707.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-269-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-10",
            "monto": 64141.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-481-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-10",
            "monto": 130900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-850-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-16",
            "monto": 83561.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-42-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-16",
            "monto": 605698.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-39-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-12",
            "monto": 107278.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-900-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 607500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-192-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 43430.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-323-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-03",
            "monto": 29300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4494-371-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "36125c77-dbf6-47e5-a6de-a18eb28c5a1b",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Penco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4444089.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-20",
            "monto": 615872.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3496-11172-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 30940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3449-286-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 2668813.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3449-290-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-30",
            "monto": 119595.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3497-54-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-18",
            "monto": 517540.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3496-11040-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "a44e7ebf-f8a2-492c-812b-b1837b2d2d9d",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE COBQUECURA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3952760.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-13",
            "monto": 220435.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-117-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-26",
            "monto": 77861.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-305-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-25",
            "monto": 49623.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-294-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-09",
            "monto": 219269.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-92-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-18",
            "monto": 281256.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-578-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-02",
            "monto": 951643.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-650-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-27",
            "monto": 859656.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-303-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-28",
            "monto": 56465.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-815-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-27",
            "monto": 152943.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1674-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-25",
            "monto": 506737.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-915-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 65430.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-120-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 41700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-126-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 193090.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-28-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3676108.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-25",
            "monto": 190043.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1091-227-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-26",
            "monto": 1733089.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2575-114-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-03",
            "monto": 35557.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2575-178-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 159700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1091-44-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1456378.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2575-23-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "10dad32d-6522-48b0-818c-4c86eacfdda5",
            "kind": "empresa",
            "name": "sociedad comercializadora art. varios",
            "role": "ancla"
          },
          {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "name": "Corporación Nacional Forestal - CONAF",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3574767.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 68,
        "monto": 113864670.0,
        "share": 0.7414977237259583
      },
      "periodo": {
        "desde": "2007-01-09",
        "hasta": "2014-07-25"
      },
      "monto_total": 153560377.0,
      "n_contratos": 336,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 25094378.0
        },
        {
          "anio": 2008,
          "monto": 7613524.0
        },
        {
          "anio": 2009,
          "monto": 52002677.0
        },
        {
          "anio": 2010,
          "monto": 17452756.0
        },
        {
          "anio": 2011,
          "monto": 12772804.0
        },
        {
          "anio": 2012,
          "monto": 14868990.0
        },
        {
          "anio": 2013,
          "monto": 3357724.0
        },
        {
          "anio": 2014,
          "monto": 2649944.0
        }
      ],
      "td_conocidos": 257,
      "n_contrapartes": 71,
      "n_trato_directo": 3,
      "top_contrapartes": [
        {
          "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
          "name": "I. Municipalidad de Coronel",
          "monto": 18663834.0,
          "share": 0.12154068884579516
        },
        {
          "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
          "name": "I MUNICIPALIDAD DE LOTA",
          "monto": 11495731.0,
          "share": 0.0748613100891254
        },
        {
          "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
          "name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ",
          "monto": 9536142.0,
          "share": 0.06210027733912114
        }
      ],
      "pct_trato_directo": 0.011673151750972763
    },
    "senales": [
      "3 de sus 257 contratos con dato fueron por trato directo (1%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}