{
  "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
  "kind": "persona",
  "canonical_name": "Luis Lastra Ibañez",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "12789547-3"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 335,
      "monto_sum": 208623693.0,
      "groups": [
        {
          "other": {
            "id": "fa830775-f468-4972-8ebe-e43cd9b7e872",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 41,
          "monto_sum": 35835820.0,
          "date_min": "2007-10-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 505.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2333-603-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-07-12",
              "monto": 261800.0,
              "date_to": "2013-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1146-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-08",
              "monto": 307020.0,
              "date_to": "2012-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1164-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-16",
              "monto": 1249500.0,
              "date_to": "2012-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-86-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-09-05",
              "monto": 474096.0,
              "date_to": "2011-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1167-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-06",
              "monto": 440300.0,
              "date_to": "2012-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-25-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-02-15",
              "monto": 493850.0,
              "date_to": "2013-02-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-208-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-06",
              "monto": 567630.0,
              "date_to": "2012-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-23-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-03",
              "monto": 571200.0,
              "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=2333-97-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-03-11",
              "monto": 238000.0,
              "date_to": "2013-03-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-308-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3368383e-17fc-40be-977d-edf1ee8b1e04",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE LINARES"
          },
          "direction": "in",
          "count": 70,
          "monto_sum": 32326686.0,
          "date_min": "2007-03-16",
          "date_max": "2015-01-15",
          "sample": [
            {
              "date": "2010-11-18",
              "monto": 634270.0,
              "date_to": "2010-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-370-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-13",
              "monto": 71400.0,
              "date_to": "2007-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4334-488-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-04-10",
              "monto": 2841601.0,
              "date_to": "2013-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-94-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-22",
              "monto": 214200.0,
              "date_to": "2008-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-11108-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-29",
              "monto": 42840.0,
              "date_to": "2008-02-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-20-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-19",
              "monto": 80920.0,
              "date_to": "2008-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-11182-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-11-28",
              "monto": 473620.0,
              "date_to": "2013-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-317-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-21",
              "monto": 53550.0,
              "date_to": "2007-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4334-503-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-30",
              "monto": 446845.0,
              "date_to": "2011-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-61-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-05",
              "monto": 1086017.0,
              "date_to": "2010-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5139-153-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9c2d0ea8-43a4-415b-a4c0-fcf704f9bf8b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE COLBUN"
          },
          "direction": "in",
          "count": 27,
          "monto_sum": 18140784.0,
          "date_min": "2008-06-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 478000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4172-59-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-03",
              "monto": 2945250.0,
              "date_to": "2008-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-11358-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-11-27",
              "monto": 678300.0,
              "date_to": "2014-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-644-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-24",
              "monto": 203014.0,
              "date_to": "2011-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-320-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-02-19",
              "monto": 176834.0,
              "date_to": "2014-02-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-91-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-11",
              "monto": 568820.0,
              "date_to": "2008-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-277-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-06-25",
              "monto": 506464.0,
              "date_to": "2013-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-350-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66a99466-55aa-4d33-837a-f221a5331522",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 13253226.0,
          "date_min": "2007-03-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 498000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-93-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 294000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-201-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 485800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-356-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1494000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-51-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-28",
              "monto": 296310.0,
              "date_to": "2011-03-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-60-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-16",
              "monto": 20000.0,
              "date_to": "2008-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-11656-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-29",
              "monto": 1777860.0,
              "date_to": "2007-03-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-62-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-07-22",
              "monto": 154462.0,
              "date_to": "2013-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-356-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-03",
              "monto": 294882.0,
              "date_to": "2010-05-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-307-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-11",
              "monto": 92423.0,
              "date_to": "2008-03-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-147-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "57c5b93d-c15e-4e16-97f0-a3222af3d0cd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE PARRAL"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 9411140.0,
          "date_min": "2007-10-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 360000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1464-325-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-05",
              "monto": 928200.0,
              "date_to": "2011-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-878-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-03",
              "monto": 518840.0,
              "date_to": "2011-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1119-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-05",
              "monto": 261800.0,
              "date_to": "2011-04-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-333-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-10-08",
              "monto": 731850.0,
              "date_to": "2013-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1292-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "04de7cd4-5374-4542-8035-f79e4e99e131",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION VII REGION"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 9255820.0,
          "date_min": "2012-09-27",
          "date_max": "2014-06-06",
          "sample": [
            {
              "date": "2012-09-27",
              "monto": 4303040.0,
              "date_to": "2012-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4605-542-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-06-06",
              "monto": 942480.0,
              "date_to": "2014-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4605-274-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58ee1125-af36-409c-94e5-bc1f764dc47a",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PARRAL"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 8988305.0,
          "date_min": "2011-03-21",
          "date_max": "2013-12-18",
          "sample": [
            {
              "date": "2012-05-18",
              "monto": 856800.0,
              "date_to": "2012-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2595-268-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-21",
              "monto": 261800.0,
              "date_to": "2011-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2595-105-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "127f3d22-02d0-46ab-9d73-697bf2b715d6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 8126799.0,
          "date_min": "2009-06-25",
          "date_max": "2015-08-11",
          "sample": [
            {
              "date": "2013-12-04",
              "monto": 113050.0,
              "date_to": "2013-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1391-7199-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-04-16",
              "monto": 399840.0,
              "date_to": "2013-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1391-2042-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-25",
              "monto": 592620.0,
              "date_to": "2009-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1391-2641-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 7238770.0,
          "date_min": "2008-12-30",
          "date_max": "2013-05-13",
          "sample": [
            {
              "date": "2011-12-28",
              "monto": 535500.0,
              "date_to": "2011-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1210-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-01-14",
              "monto": 254660.0,
              "date_to": "2013-01-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-38-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 5363159.0,
          "date_min": "2007-09-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 305.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1191-74-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-09-21",
              "monto": 1576750.0,
              "date_to": "2011-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-8-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-06-14",
              "monto": 376040.0,
              "date_to": "2012-06-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-9-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-31",
              "monto": 55930.0,
              "date_to": "2010-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-3-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-06-02",
              "monto": 376040.0,
              "date_to": "2015-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-19-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-07-23",
              "monto": 706860.0,
              "date_to": "2013-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-22-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f4a5fce-5400-4478-b1bf-dd06a1478f29",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4381580.0,
          "date_min": "2012-05-10",
          "date_max": "2013-05-15",
          "sample": [
            {
              "date": "2013-05-15",
              "monto": 1204280.0,
              "date_to": "2013-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2177-47-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-10",
              "monto": 1082900.0,
              "date_to": "2012-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2177-45-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cd62c4d3-ff6a-4a66-8b16-18dffcfc8452",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN JAVIER"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 4104310.0,
          "date_min": "2013-03-28",
          "date_max": "2014-03-27",
          "sample": [
            {
              "date": "2013-05-30",
              "monto": 2189600.0,
              "date_to": "2013-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2320-151-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-03-27",
              "monto": 309400.0,
              "date_to": "2014-03-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2320-84-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-09-02",
              "monto": 202300.0,
              "date_to": "2013-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2320-236-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 3790919.0,
          "date_min": "2009-12-29",
          "date_max": "2014-01-27",
          "sample": [
            {
              "date": "2012-11-08",
              "monto": 499800.0,
              "date_to": "2012-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4088-1235-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb789167-4752-4360-883d-1e7031fdd5f8",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE CAUQUENES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3679480.0,
          "date_min": "2008-01-24",
          "date_max": "2014-01-29",
          "sample": [
            {
              "date": "2008-01-24",
              "monto": 178500.0,
              "date_to": "2008-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=339-6-C108",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-04-10",
              "monto": 2377620.0,
              "date_to": "2013-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=339-21-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "890c5241-925d-444b-8370-f7cf239eecc3",
            "kind": "institucion_publica",
            "canonical_name": "DEFENSORIA PENAL PUBLICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3523590.0,
          "date_min": "2011-08-18",
          "date_max": "2012-11-14",
          "sample": [
            {
              "date": "2011-08-18",
              "monto": 931770.0,
              "date_to": "2011-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1881-69-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3031383.0,
          "date_min": "2009-09-07",
          "date_max": "2009-12-11",
          "sample": [
            {
              "date": "2009-12-07",
              "monto": 2539199.0,
              "date_to": "2009-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=890-130-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "17460cdb-77ca-406f-b641-7f7bcf17af0b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ninhue"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2719150.0,
          "date_min": "2010-11-17",
          "date_max": "2013-03-26",
          "sample": [
            {
              "date": "2012-06-22",
              "monto": 317730.0,
              "date_to": "2012-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4123-167-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-03-26",
              "monto": 380800.0,
              "date_to": "2013-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4123-49-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-17",
              "monto": 1549380.0,
              "date_to": "2010-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4123-182-SE10",
              "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": 2672740.0,
          "date_min": "2012-10-31",
          "date_max": "2014-03-07",
          "sample": [
            {
              "date": "2014-03-07",
              "monto": 1275680.0,
              "date_to": "2014-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1709-89-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3bc7b30f-dfa9-42ea-9469-ac62d335cf0f",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2468967.0,
          "date_min": "2008-06-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 335000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2255-13-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-24",
              "monto": 611065.0,
              "date_to": "2012-05-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2255-58-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-17",
              "monto": 542640.0,
              "date_to": "2011-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2255-47-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2398642.0,
          "date_min": "2007-08-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 42500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2291-817-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-03-24",
              "monto": 559300.0,
              "date_to": "2014-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1015-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-04-04",
              "monto": 856800.0,
              "date_to": "2014-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1171-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-02-16",
              "monto": 26717.0,
              "date_to": "2012-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-462-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-03",
              "monto": 50575.0,
              "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=2291-1950-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8ec949a5-fc52-40b7-9ebc-600490fe5dbe",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2378810.0,
          "date_min": "2009-01-26",
          "date_max": "2011-02-17",
          "sample": [
            {
              "date": "2009-02-16",
              "monto": 583100.0,
              "date_to": "2009-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4089-120-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-26",
              "monto": 583100.0,
              "date_to": "2009-01-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4089-53-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-16",
              "monto": 511700.0,
              "date_to": "2010-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4089-201-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-10",
              "monto": 285600.0,
              "date_to": "2009-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4089-604-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3942a085-899a-4661-92b1-f31cc5376cbd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2305755.0,
          "date_min": "2011-03-30",
          "date_max": "2013-05-06",
          "sample": [
            {
              "date": "2012-09-10",
              "monto": 571200.0,
              "date_to": "2012-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-419-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-30",
              "monto": 416500.0,
              "date_to": "2011-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-177-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-05-06",
              "monto": 1318055.0,
              "date_to": "2013-05-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-148-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2302650.0,
          "date_min": "2012-01-10",
          "date_max": "2012-12-11",
          "sample": [
            {
              "date": "2012-12-11",
              "monto": 535500.0,
              "date_to": "2012-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3030-1877-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-17",
              "monto": 392700.0,
              "date_to": "2012-05-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3030-889-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "152515fc-987b-4d05-9ab6-abfdf92a7c62",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE CURICO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2116682.0,
          "date_min": "2010-05-24",
          "date_max": "2014-03-06",
          "sample": []
        },
        {
          "other": {
            "id": "e1652f48-0137-410f-9d60-f7159c6d266d",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1884960.0,
          "date_min": "2013-04-24",
          "date_max": "2014-05-12",
          "sample": []
        },
        {
          "other": {
            "id": "12565859-1aa0-4ebd-8a59-00986ba8a08c",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Maule"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1858182.0,
          "date_min": "2009-07-23",
          "date_max": "2012-11-26",
          "sample": [
            {
              "date": "2012-11-26",
              "monto": 1023397.0,
              "date_to": "2012-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-1425-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-04-27",
              "monto": 10948.0,
              "date_to": "2010-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-400-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-23",
              "monto": 79016.0,
              "date_to": "2009-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-1115-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1a9a889-14f3-4946-b466-8d03acbc227b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1815107.0,
          "date_min": "2012-08-29",
          "date_max": "2013-05-10",
          "sample": [
            {
              "date": "2013-04-25",
              "monto": 353430.0,
              "date_to": "2013-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3395-17-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-05-10",
              "monto": 247877.0,
              "date_to": "2013-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3395-27-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "76e00c29-0eab-4c98-a7f9-fbf74d243f9e",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1773097.0,
          "date_min": "2013-06-06",
          "date_max": "2013-06-06",
          "sample": []
        },
        {
          "other": {
            "id": "0c4d5214-cf70-4cb1-8c15-c952b2e927d4",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yerbas Buenas"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1737400.0,
          "date_min": "2009-12-22",
          "date_max": "2014-03-10",
          "sample": []
        },
        {
          "other": {
            "id": "2bf33ab2-0178-4182-99d7-f60bd3839dcb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1285198.0,
          "date_min": "2010-12-20",
          "date_max": "2014-01-31",
          "sample": []
        },
        {
          "other": {
            "id": "1e56091c-727b-4c75-a198-ec6420d89284",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1074998.0,
          "date_min": "2010-07-02",
          "date_max": "2010-09-27",
          "sample": []
        },
        {
          "other": {
            "id": "5f262028-c4fc-4a73-9949-5a6c86de7d86",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1059100.0,
          "date_min": "2013-05-27",
          "date_max": "2013-05-27",
          "sample": []
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 873483.0,
          "date_min": "2009-11-11",
          "date_max": "2011-07-25",
          "sample": [
            {
              "date": "2009-12-04",
              "monto": 358785.0,
              "date_to": "2009-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1487-174-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b33c3787-2484-44d1-847d-c0da5a77260b",
            "kind": "institucion_publica",
            "canonical_name": "Tesorería General de la República"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 705670.0,
          "date_min": "2012-05-18",
          "date_max": "2012-09-12",
          "sample": [
            {
              "date": "2012-06-20",
              "monto": 111860.0,
              "date_to": "2012-06-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-1347-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e37b1de1-9291-4484-9a0f-2c0a7fc69c99",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 694008.0,
          "date_min": "2013-06-25",
          "date_max": "2013-06-25",
          "sample": []
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 633080.0,
          "date_min": "2013-12-31",
          "date_max": "2014-04-11",
          "sample": [
            {
              "date": "2014-04-11",
              "monto": 354620.0,
              "date_to": "2014-04-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=547640-148-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "82bc9630-bf2c-48c2-86f6-437a74ffa673",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE CAUQUENES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 571200.0,
          "date_min": "2009-07-14",
          "date_max": "2009-07-14",
          "sample": []
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 535500.0,
          "date_min": "2011-09-20",
          "date_max": "2011-09-20",
          "sample": [
            {
              "date": "2011-09-20",
              "monto": 535500.0,
              "date_to": "2011-09-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2440-632-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f09ca824-320f-4e43-bc3c-5c438b4e674a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Nicolás"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 473620.0,
          "date_min": "2010-07-05",
          "date_max": "2010-07-05",
          "sample": [
            {
              "date": "2010-07-05",
              "monto": 473620.0,
              "date_to": "2010-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1493-282-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8379ec89-bcfa-466c-96b8-283b87af0d25",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 384608.0,
          "date_min": "2013-06-28",
          "date_max": "2013-06-28",
          "sample": []
        },
        {
          "other": {
            "id": "df75bd30-0f34-4c05-9eab-ca48965bb697",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 289765.0,
          "date_min": "2012-06-19",
          "date_max": "2012-06-19",
          "sample": [
            {
              "date": "2012-06-19",
              "monto": 289765.0,
              "date_to": "2012-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=680525-6-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "265e153f-4ad3-431c-871e-f3fd223c96b3",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE PREVENCION DEL DELITO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 280840.0,
          "date_min": "2012-06-01",
          "date_max": "2013-08-21",
          "sample": [
            {
              "date": "2013-06-27",
              "monto": 107100.0,
              "date_to": "2013-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=654478-1383-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-06-01",
              "monto": 57120.0,
              "date_to": "2012-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=654478-828-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 232050.0,
          "date_min": "2009-12-10",
          "date_max": "2009-12-10",
          "sample": [
            {
              "date": "2009-12-10",
              "monto": 232050.0,
              "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=2573-218-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 222530.0,
          "date_min": "2009-06-24",
          "date_max": "2013-07-23",
          "sample": [
            {
              "date": "2009-06-24",
              "monto": 113050.0,
              "date_to": "2009-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4622-49-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-07-23",
              "monto": 109480.0,
              "date_to": "2013-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4622-44-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ae59cad6-e4c6-4f4b-97c9-19f848403c04",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE TENO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 214200.0,
          "date_min": "2012-06-01",
          "date_max": "2012-06-01",
          "sample": [
            {
              "date": "2012-06-01",
              "monto": 214200.0,
              "date_to": "2012-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1465-358-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 89250.0,
          "date_min": "2010-12-14",
          "date_max": "2010-12-14",
          "sample": []
        },
        {
          "other": {
            "id": "443c1002-3f75-4870-9a16-4d9a85141f01",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yerbas Buenas"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 71400.0,
          "date_min": "2009-02-02",
          "date_max": "2009-02-02",
          "sample": []
        },
        {
          "other": {
            "id": "7b7fe15f-84f9-4ca9-9132-62e906cb8c8a",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL INTERIOR"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 49280.0,
          "date_min": "2011-05-30",
          "date_max": "2011-05-30",
          "sample": [
            {
              "date": "2011-05-30",
              "monto": 49280.0,
              "date_to": "2011-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5511-889-SE11",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 335,
      "monto_sum": 208623693.0,
      "grado_pctl": 0.8227972486079266,
      "monto_pctl": 0.8886341303635769,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-09",
            "monto": 595000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1023-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-03",
            "monto": 571200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-97-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-28",
            "monto": 251090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-457-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-10",
            "monto": 595000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-790-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-04",
            "monto": 253470.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-934-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-01",
            "monto": 1082900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-183-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-29",
            "monto": 473620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-797-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-09",
            "monto": 464100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-858-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-09",
            "monto": 487900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-857-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-15",
            "monto": 975800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-713-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-05",
            "monto": 474096.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1167-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-05",
            "monto": 1350650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1164-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-03",
            "monto": 923441.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1645-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-06",
            "monto": 567630.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-23-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-06",
            "monto": 105910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-24-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-16",
            "monto": 1249500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-86-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-16",
            "monto": 1463700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-84-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-16",
            "monto": 5569200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-87-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-06",
            "monto": 440300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-25-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-19",
            "monto": 416500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-299-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-05",
            "monto": 1725500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-784-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-12",
            "monto": 1670760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-817-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-09",
            "monto": 307020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-955-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-09",
            "monto": 307020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-956-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-08",
            "monto": 307020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1164-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-08",
            "monto": 428400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1163-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-12",
            "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=2333-1723-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-17",
            "monto": 6063057.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2337-202-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-13",
            "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=2333-1987-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-03",
            "monto": 2082500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1861-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-01-30",
            "monto": 735781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-152-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-15",
            "monto": 493850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-208-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-11",
            "monto": 238000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-308-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-05",
            "monto": 339150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-442-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-08",
            "monto": 226100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-861-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-19",
            "monto": 473620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1174-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-12",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1146-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-13",
            "monto": 559300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-1953-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-03-11",
            "monto": 293930.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-355-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-03-07",
            "monto": 404600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-341-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 505.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2333-603-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "fa830775-f468-4972-8ebe-e43cd9b7e872",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE LINARES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 35835820.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-11",
            "monto": 568820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-277-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-03",
            "monto": 2945250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-11358-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-22",
            "monto": 1142400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-209-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-10",
            "monto": 1142400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-430-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-21",
            "monto": 267007.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-674-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-08",
            "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=4172-20-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-04",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-67-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-13",
            "monto": 1188929.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-180-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-24",
            "monto": 203014.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-320-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-12",
            "monto": 184926.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-418-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-04",
            "monto": 2023000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-14-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-25",
            "monto": 506464.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-350-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-27",
            "monto": 709240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-682-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-28",
            "monto": 709240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-684-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-01-28",
            "monto": 1120980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-77-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-19",
            "monto": 176834.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-91-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-24",
            "monto": 124950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-113-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-14",
            "monto": 45220.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-334-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-14",
            "monto": 354620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-336-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-02",
            "monto": 213010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-369-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-14",
            "monto": 844900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-457-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-24",
            "monto": 1895670.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-567-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-27",
            "monto": 678300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-644-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-01-07",
            "monto": 92820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-7-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-02-24",
            "monto": 92820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-47-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-02-26",
            "monto": 104720.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4172-66-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 478000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4172-59-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "9c2d0ea8-43a4-415b-a4c0-fcf704f9bf8b",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE COLBUN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 18140784.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-29",
            "monto": 1777860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-62-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-26",
            "monto": 592620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-89-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-30",
            "monto": 349860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-230-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 578102.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-596-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-11",
            "monto": 92423.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-147-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-11",
            "monto": 92423.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-126-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-28",
            "monto": 61312.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-11345-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-28",
            "monto": 263688.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-11523-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-16",
            "monto": 20000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-11656-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-24",
            "monto": 275997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-256-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-26",
            "monto": 298690.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-521-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-27",
            "monto": 1320000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-57-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-03",
            "monto": 294882.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-307-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-24",
            "monto": 299997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-628-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1494000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-51-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-28",
            "monto": 296310.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-60-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-28",
            "monto": 296310.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-61-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 498000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-93-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-01-28",
            "monto": 2867900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-17-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-29",
            "monto": 154462.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-366-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-22",
            "monto": 154462.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-356-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-24",
            "monto": 394128.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3385-561-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 294000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-201-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 485800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3385-356-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "66a99466-55aa-4d33-837a-f221a5331522",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 13253226.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-30",
            "monto": 428400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1486-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-03",
            "monto": 518840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1119-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-03",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-214-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-05",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-333-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-05",
            "monto": 928200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-878-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-29",
            "monto": 259420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1115-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-17",
            "monto": 3798480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1322-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-06",
            "monto": 301070.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1208-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-07",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1655-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-11",
            "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=1464-1665-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-09-16",
            "monto": 431970.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1218-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-08",
            "monto": 731850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1292-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-29",
            "monto": 511700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-1400-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-20",
            "monto": 284410.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1464-649-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 360000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1464-325-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "57c5b93d-c15e-4e16-97f0-a3222af3d0cd",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE PARRAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9411140.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-10",
            "monto": 357000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191-442-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-08",
            "monto": 105910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-8-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-31",
            "monto": 55930.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-3-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-21",
            "monto": 1576750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-8-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-14",
            "monto": 376040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-9-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-27",
            "monto": 116620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-8-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-27",
            "monto": 214200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-14-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-30",
            "monto": 499800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4426-111-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-25",
            "monto": 225624.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4839-14-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-07",
            "monto": 376040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-16-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-23",
            "monto": 706860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-22-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-05",
            "monto": 376040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-14-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-06-02",
            "monto": 376040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4380-19-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 305.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1191-74-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5363159.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-12",
            "monto": 398650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2255-21-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-17",
            "monto": 542640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2255-47-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-28",
            "monto": 284112.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2255-77-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-24",
            "monto": 611065.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2255-58-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-09",
            "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=2255-41-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 335000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2255-13-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "3bc7b30f-dfa9-42ea-9469-ac62d335cf0f",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2468967.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-03",
            "monto": 50575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1950-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-01",
            "monto": 542640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-2541-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-16",
            "monto": 26717.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-462-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-12",
            "monto": 320110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-2561-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-03-24",
            "monto": 559300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1015-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-04",
            "monto": 856800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1171-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 42500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2291-817-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "da7d1d0d-8d81-41f7-a21d-b8a7b87970c2",
            "kind": "persona",
            "name": "Luis Lastra Ibañez",
            "role": "ancla"
          },
          {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE TALCA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2398642.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 45,
        "monto": 122320403.0,
        "share": 0.5863207636728011
      },
      "periodo": {
        "desde": "2007-03-16",
        "hasta": "2015-08-11"
      },
      "monto_total": 208623693.0,
      "n_contratos": 335,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 6272252.0
        },
        {
          "anio": 2008,
          "monto": 7416613.0
        },
        {
          "anio": 2009,
          "monto": 12612786.0
        },
        {
          "anio": 2010,
          "monto": 15741671.0
        },
        {
          "anio": 2011,
          "monto": 27559955.0
        },
        {
          "anio": 2012,
          "monto": 59775312.0
        },
        {
          "anio": 2013,
          "monto": 51362432.0
        },
        {
          "anio": 2014,
          "monto": 22650723.0
        },
        {
          "anio": 2015,
          "monto": 1243839.0
        }
      ],
      "td_conocidos": 325,
      "n_contrapartes": 48,
      "n_trato_directo": 103,
      "top_contrapartes": [
        {
          "id": "fa830775-f468-4972-8ebe-e43cd9b7e872",
          "name": "ILUSTRE MUNICIPALIDAD DE LINARES",
          "monto": 35835820.0,
          "share": 0.17177253208723517
        },
        {
          "id": "3368383e-17fc-40be-977d-edf1ee8b1e04",
          "name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE LINARES",
          "monto": 32326686.0,
          "share": 0.15495213192300264
        },
        {
          "id": "9c2d0ea8-43a4-415b-a4c0-fcf704f9bf8b",
          "name": "ILUSTRE MUNICIPALIDAD DE COLBUN",
          "monto": 18140784.0,
          "share": 0.08695457231696115
        }
      ],
      "pct_trato_directo": 0.3169230769230769
    },
    "senales": [
      "103 de sus 325 contratos con dato fueron por trato directo (32%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}