{
  "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
  "kind": "persona",
  "canonical_name": "Maria Elena Munoz Chamorro",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "6401027-1"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 185,
      "monto_sum": 162156319.0,
      "groups": [
        {
          "other": {
            "id": "793bef3d-0425-453d-ac8b-ee9a69e157d1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANA NORTE HOSPITAL SAN JOSE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 21993252.0,
          "date_min": "2011-09-07",
          "date_max": "2013-12-09",
          "sample": [
            {
              "date": "2011-09-07",
              "monto": 2844083.0,
              "date_to": "2011-09-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2625-551-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-09",
              "monto": 17605268.0,
              "date_to": "2013-12-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1549-11496-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-04-09",
              "monto": 1543901.0,
              "date_to": "2013-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1549-3331-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5352e704-c398-4191-9c9e-55218165430a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 13898969.0,
          "date_min": "2008-01-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 797020.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-70-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 367010.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-106-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 658885.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-24-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1299816.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-125-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-08",
              "monto": 1546781.0,
              "date_to": "2008-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-330-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-24",
              "monto": 170967.0,
              "date_to": "2010-02-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-131-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-02",
              "monto": 29996.0,
              "date_to": "2009-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-441-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-15",
              "monto": 1307844.0,
              "date_to": "2009-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-244-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-30",
              "monto": 1356597.0,
              "date_to": "2012-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-4809-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-22",
              "monto": 430777.0,
              "date_to": "2011-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3476-15-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36e666a8-b981-49ba-b1a0-996c98d7e81c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 12010146.0,
          "date_min": "2011-04-29",
          "date_max": "2012-09-02",
          "sample": [
            {
              "date": "2011-04-29",
              "monto": 356995.0,
              "date_to": "2011-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=625990-39-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-01",
              "monto": 1047180.0,
              "date_to": "2011-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-843-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-07-22",
              "monto": 284505.0,
              "date_to": "2011-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3316-58-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-09-02",
              "monto": 460516.0,
              "date_to": "2012-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-1431-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-28",
              "monto": 547400.0,
              "date_to": "2011-06-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-581-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-17",
              "monto": 1951586.0,
              "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=3316-43-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-20",
              "monto": 289998.0,
              "date_to": "2011-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-1446-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-25",
              "monto": 1721477.0,
              "date_to": "2011-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=625990-317-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-22",
              "monto": 357000.0,
              "date_to": "2011-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3316-87-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-21",
              "monto": 828211.0,
              "date_to": "2011-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-1453-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 10844440.0,
          "date_min": "2007-04-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 189617.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-478-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 417816.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-211-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 299321.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-516-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 499787.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-810-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-06-25",
              "monto": 640029.0,
              "date_to": "2010-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1711-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-14",
              "monto": 107095.0,
              "date_to": "2011-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-3051-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-22",
              "monto": 289760.0,
              "date_to": "2009-01-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-179-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-18",
              "monto": 100055.0,
              "date_to": "2007-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2212-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-09",
              "monto": 109694.0,
              "date_to": "2010-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1929-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-18",
              "monto": 497201.0,
              "date_to": "2007-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-406-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bde79f6b-4f7d-4961-b71b-12090387ce95",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 9978759.0,
          "date_min": "2008-10-07",
          "date_max": "2011-01-14",
          "sample": [
            {
              "date": "2010-03-11",
              "monto": 585587.0,
              "date_to": "2010-03-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-101-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-07",
              "monto": 237876.0,
              "date_to": "2008-10-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-11644-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-14",
              "monto": 1664820.0,
              "date_to": "2011-01-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3474-64-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "43ddd8b9-8e41-4d23-8ea9-07d13a241c4b",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 9145232.0,
          "date_min": "2009-07-08",
          "date_max": "2018-08-01",
          "sample": [
            {
              "date": "2017-03-22",
              "monto": 241567.0,
              "date_to": "2017-03-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-72-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-06-03",
              "monto": 498864.0,
              "date_to": "2015-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-109-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-08-07",
              "monto": 830251.0,
              "date_to": "2013-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-122-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-08",
              "monto": 2046205.0,
              "date_to": "2009-07-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-191-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-07-22",
              "monto": 320467.0,
              "date_to": "2011-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=625-247-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-14",
              "monto": 307732.0,
              "date_to": "2011-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=625-399-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-11-02",
              "monto": 226095.0,
              "date_to": "2017-11-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-207-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-02-14",
              "monto": 843690.0,
              "date_to": "2017-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-30-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-29",
              "monto": 2009908.0,
              "date_to": "2010-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=29-748-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-30",
              "monto": 626654.0,
              "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=5363-203-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 8825697.0,
          "date_min": "2007-01-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 174986.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-244-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 349989.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-812-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-03",
              "monto": 7075543.0,
              "date_to": "2007-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-6-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-05",
              "monto": 208233.0,
              "date_to": "2007-04-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-490-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-27",
              "monto": 243474.0,
              "date_to": "2010-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2586-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-03",
              "monto": 416486.0,
              "date_to": "2007-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1951-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6bf9571d-0958-4804-ba6a-26949057c8d5",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 8660575.0,
          "date_min": "2009-06-08",
          "date_max": "2012-08-20",
          "sample": [
            {
              "date": "2009-06-17",
              "monto": 98770.0,
              "date_to": "2009-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-772-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-08",
              "monto": 352716.0,
              "date_to": "2009-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-726-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-12",
              "monto": 311453.0,
              "date_to": "2009-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-753-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-19",
              "monto": 5437343.0,
              "date_to": "2010-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-911-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-20",
              "monto": 475986.0,
              "date_to": "2012-08-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-764-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "758d7643-d3d4-4c12-9a6f-6fb422df6dae",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6852611.0,
          "date_min": "2011-04-07",
          "date_max": "2011-05-11",
          "sample": [
            {
              "date": "2011-04-13",
              "monto": 1299997.0,
              "date_to": "2011-04-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3316-16-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "11ac3897-ce7b-4796-84e7-9f9c724d2eb4",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6810384.0,
          "date_min": "2009-02-09",
          "date_max": "2010-10-22",
          "sample": [
            {
              "date": "2009-02-09",
              "monto": 1665879.0,
              "date_to": "2009-02-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3323-10-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-22",
              "monto": 1651601.0,
              "date_to": "2010-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3323-67-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-15",
              "monto": 1231904.0,
              "date_to": "2010-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3323-51-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c27e0d10-3f96-460c-b881-4fbe072caa22",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LAS CONDES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6261107.0,
          "date_min": "2012-04-09",
          "date_max": "2012-11-12",
          "sample": [
            {
              "date": "2012-04-09",
              "monto": 4497367.0,
              "date_to": "2012-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2345-816-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-06-05",
              "monto": 530786.0,
              "date_to": "2012-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2345-1262-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-12",
              "monto": 1232954.0,
              "date_to": "2012-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2345-2499-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 5706763.0,
          "date_min": "2008-08-22",
          "date_max": "2011-12-13",
          "sample": [
            {
              "date": "2008-10-13",
              "monto": 83200.0,
              "date_to": "2008-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5872-11034-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-03",
              "monto": 110589.0,
              "date_to": "2009-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-274-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-28",
              "monto": 271439.0,
              "date_to": "2011-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5494-6-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-01",
              "monto": 30841.0,
              "date_to": "2010-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-477-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-19",
              "monto": 1044320.0,
              "date_to": "2010-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-78-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-26",
              "monto": 160902.0,
              "date_to": "2010-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-454-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-22",
              "monto": 101.0,
              "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=5872-11020-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-11",
              "monto": 787057.0,
              "date_to": "2011-03-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5493-88-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-28",
              "monto": 821085.0,
              "date_to": "2010-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5493-522-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-04",
              "monto": 375942.0,
              "date_to": "2011-03-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5613-29-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE PEÑALOLEN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4995253.0,
          "date_min": "2012-04-20",
          "date_max": "2013-09-26",
          "sample": [
            {
              "date": "2013-09-26",
              "monto": 2118866.0,
              "date_to": "2013-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-1277-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-07",
              "monto": 876399.0,
              "date_to": "2012-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-898-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "35cb9059-41e6-49d3-aa7d-4cfc5921d161",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 3211870.0,
          "date_min": "2012-04-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 342240.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3427-31-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 899720.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3427-26-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-07",
              "monto": 321283.0,
              "date_to": "2012-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3551-113-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3175467.0,
          "date_min": "2011-12-20",
          "date_max": "2017-10-24",
          "sample": [
            {
              "date": "2011-12-20",
              "monto": 355324.0,
              "date_to": "2011-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2293-135-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-06-12",
              "monto": 464892.0,
              "date_to": "2017-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1442-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a72d2d01-5706-460d-979c-39bebb74bc1e",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2605969.0,
          "date_min": "2011-11-14",
          "date_max": "2011-11-14",
          "sample": [
            {
              "date": "2011-11-14",
              "monto": 2605969.0,
              "date_to": "2011-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3415-269-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1d4b4588-7d85-4a69-b824-ce44a383dccf",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2065358.0,
          "date_min": "2012-06-27",
          "date_max": "2012-08-21",
          "sample": [
            {
              "date": "2012-06-27",
              "monto": 637372.0,
              "date_to": "2012-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3416-1485-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-21",
              "monto": 1427986.0,
              "date_to": "2012-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3416-1931-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2022976.0,
          "date_min": "2012-03-13",
          "date_max": "2012-03-13",
          "sample": [
            {
              "date": "2012-03-13",
              "monto": 2022976.0,
              "date_to": "2012-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-755-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c17307a6-f849-4eb1-8082-9efd1a9cd00b",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1951583.0,
          "date_min": "2010-11-18",
          "date_max": "2010-11-18",
          "sample": [
            {
              "date": "2010-11-18",
              "monto": 1951583.0,
              "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=3450-710-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "485a4727-806e-4cb4-8f0c-a8443cdbb09a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1821992.0,
          "date_min": "2012-10-25",
          "date_max": "2013-11-20",
          "sample": [
            {
              "date": "2012-12-13",
              "monto": 344726.0,
              "date_to": "2012-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3990-32-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-03-14",
              "monto": 119859.0,
              "date_to": "2013-03-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3990-18-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-11-20",
              "monto": 463683.0,
              "date_to": "2013-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4955-9-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-06-13",
              "monto": 232099.0,
              "date_to": "2013-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3795-1-SE13",
              "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": 1773059.0,
          "date_min": "2011-12-22",
          "date_max": "2011-12-22",
          "sample": []
        },
        {
          "other": {
            "id": "88c032e4-b59c-4450-8ca4-fd93ccbb16de",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1712513.0,
          "date_min": "2012-04-19",
          "date_max": "2012-05-02",
          "sample": [
            {
              "date": "2012-04-19",
              "monto": 404583.0,
              "date_to": "2012-04-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3223-74-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99aece3f-cf44-487e-ace5-cede54022baf",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE T"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1685373.0,
          "date_min": "2010-12-30",
          "date_max": "2011-04-28",
          "sample": [
            {
              "date": "2011-02-17",
              "monto": 56525.0,
              "date_to": "2011-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1643-510-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-30",
              "monto": 1022940.0,
              "date_to": "2010-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1643-2873-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-24",
              "monto": 49600.0,
              "date_to": "2011-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1643-833-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38e4e62b-a31f-404e-912b-532131f2af08",
            "kind": "institucion_publica",
            "canonical_name": "Universidad Tecnológica Metropolitana"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1634154.0,
          "date_min": "2017-04-18",
          "date_max": "2018-06-04",
          "sample": [
            {
              "date": "2017-04-18",
              "monto": 818374.0,
              "date_to": "2017-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-650-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-06-04",
              "monto": 815780.0,
              "date_to": "2018-06-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-986-SE18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Los Lagos - Sede Coyhaique"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1532781.0,
          "date_min": "2008-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 699900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-167-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-16",
              "monto": 832881.0,
              "date_to": "2008-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-500-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4844dc3d-5580-411b-bf35-fe41d2d15cc6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1477931.0,
          "date_min": "2007-11-27",
          "date_max": "2007-11-27",
          "sample": []
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1129659.0,
          "date_min": "2009-06-03",
          "date_max": "2009-06-03",
          "sample": []
        },
        {
          "other": {
            "id": "e4286af9-0834-4099-9aab-438f1aca19a0",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1034703.0,
          "date_min": "2012-09-14",
          "date_max": "2012-09-14",
          "sample": [
            {
              "date": "2012-09-14",
              "monto": 1034703.0,
              "date_to": "2012-09-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4973-117-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4819fbf0-f3b1-4fe3-8c98-4bc0e0542f15",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 892486.0,
          "date_min": "2009-12-09",
          "date_max": "2009-12-09",
          "sample": [
            {
              "date": "2009-12-09",
              "monto": 892486.0,
              "date_to": "2009-12-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3387-412-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eedf2c2f-c634-43ad-8462-faab001ca669",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Aduanas"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 868521.0,
          "date_min": "2018-01-12",
          "date_max": "2018-01-12",
          "sample": [
            {
              "date": "2018-01-12",
              "monto": 868521.0,
              "date_to": "2018-01-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-45-SE18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b2c8319b-dc7e-47b2-a6fe-2f31f7225da3",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 828400.0,
          "date_min": "2010-08-28",
          "date_max": "2010-08-28",
          "sample": [
            {
              "date": "2010-08-28",
              "monto": 828400.0,
              "date_to": "2010-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1387-42-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 713571.0,
          "date_min": "2009-12-15",
          "date_max": "2009-12-15",
          "sample": [
            {
              "date": "2009-12-15",
              "monto": 713571.0,
              "date_to": "2009-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2316-1158-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "80420e41-d546-44dd-8a23-4e3695a6e592",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 658647.0,
          "date_min": "2010-11-22",
          "date_max": "2010-11-24",
          "sample": [
            {
              "date": "2010-11-22",
              "monto": 545954.0,
              "date_to": "2010-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3438-444-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "413cd2c2-9005-4d20-b5d3-151acf380862",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 656880.0,
          "date_min": "2009-11-12",
          "date_max": "2009-11-12",
          "sample": [
            {
              "date": "2009-11-12",
              "monto": 656880.0,
              "date_to": "2009-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5195-781-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "809f146e-3136-44b5-b3cc-c011cb018f92",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 650692.0,
          "date_min": "2009-10-15",
          "date_max": "2009-10-15",
          "sample": []
        },
        {
          "other": {
            "id": "2daf9dfb-742c-4103-bbb8-b4b28b186777",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 592606.0,
          "date_min": "2010-10-15",
          "date_max": "2010-10-15",
          "sample": [
            {
              "date": "2010-10-15",
              "monto": 592606.0,
              "date_to": "2010-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2974-1019-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 589859.0,
          "date_min": "2012-06-28",
          "date_max": "2012-06-28",
          "sample": []
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 339647.0,
          "date_min": "2008-08-22",
          "date_max": "2008-08-22",
          "sample": [
            {
              "date": "2008-08-22",
              "monto": 155090.0,
              "date_to": "2008-08-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2482-887-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7c12cb34-d186-48de-be67-141f2f3c4416",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE RELACION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 288898.0,
          "date_min": "2007-08-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 131917.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1146-303-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-06",
              "monto": 156981.0,
              "date_to": "2007-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1146-1012-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4d8c20d3-e6d1-4098-b496-36350b718c6d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RENCA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 174712.0,
          "date_min": "2008-09-03",
          "date_max": "2008-09-03",
          "sample": []
        },
        {
          "other": {
            "id": "81a6bc16-db59-43ad-bae1-0fc04307988e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN RAMON"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 82824.0,
          "date_min": "2008-08-20",
          "date_max": "2008-08-20",
          "sample": [
            {
              "date": "2008-08-20",
              "monto": 82824.0,
              "date_to": "2008-08-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-11810-SE08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 185,
      "monto_sum": 162156319.0,
      "grado_pctl": 0.6898103503696561,
      "monto_pctl": 0.8739954998392799,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-29",
            "monto": 784073.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-84-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-20",
            "monto": 948453.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-199-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-09",
            "monto": 436741.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-263-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-08",
            "monto": 1546781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-330-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-20",
            "monto": 259203.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-393-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 210333.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-11429-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-16",
            "monto": 107095.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-59-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-16",
            "monto": 83081.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-58-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-25",
            "monto": 35601.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-264-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-02",
            "monto": 29996.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-441-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-15",
            "monto": 1307844.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-244-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-18",
            "monto": 73885.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-1063-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-24",
            "monto": 170967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-131-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-25",
            "monto": 832997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3790-317-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-22",
            "monto": 430777.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3476-15-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-08",
            "monto": 1447819.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-3001-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-10",
            "monto": 713995.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-3606-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-30",
            "monto": 1356597.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-4809-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 658885.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-24-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 797020.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-70-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 367010.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-106-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1299816.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3790-125-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "5352e704-c398-4191-9c9e-55218165430a",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 13898969.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-18",
            "monto": 497201.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-406-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-15",
            "monto": 225644.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-984-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-21",
            "monto": 594746.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1623-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-18",
            "monto": 100055.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2212-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-31",
            "monto": 101147.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2248-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-30",
            "monto": 356191.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1142-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-27",
            "monto": 1058424.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-12364-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-06",
            "monto": 761262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-13264-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-22",
            "monto": 289760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-179-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-21",
            "monto": 83296.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-65-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-30",
            "monto": 1024561.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-771-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-11",
            "monto": 1158672.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1470-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-23",
            "monto": 1363209.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1782-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-22",
            "monto": 138565.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1793-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-14",
            "monto": 237986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2403-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-13",
            "monto": 190363.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2984-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-16",
            "monto": 399999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-3293-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-25",
            "monto": 640029.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1711-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-09",
            "monto": 109694.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1929-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 417816.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-211-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-14",
            "monto": 107095.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-3051-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 189617.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-478-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 499787.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-810-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 299321.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-516-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10844440.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-03",
            "monto": 7075543.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-6-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-05",
            "monto": 208233.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-490-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-03",
            "monto": 416486.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1951-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-07",
            "monto": 356986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-3288-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-27",
            "monto": 243474.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2586-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 174986.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-244-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 349989.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-812-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8825697.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2012-04-04",
            "monto": 321152.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3551-82-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-07",
            "monto": 321283.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3551-113-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-21",
            "monto": 1070976.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3551-157-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-23",
            "monto": 80999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3551-237-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-04",
            "monto": 175500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3551-257-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 899720.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3427-26-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 342240.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3427-31-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "35cb9059-41e6-49d3-aa7d-4cfc5921d161",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3211870.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-16",
            "monto": 832881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-500-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 699900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-167-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "name": "Universidad de Los Lagos - Sede Coyhaique",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1532781.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-22",
            "monto": 184557.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2482-11691-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 155090.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2482-887-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Quilicura",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 339647.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-06",
            "monto": 156981.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1146-1012-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 131917.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1146-303-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "48bff0b8-3a3c-4880-80d3-6a6b5f6817fe",
            "kind": "persona",
            "name": "MARIA ELENA MUNOZ CHAMORRO",
            "role": "ancla"
          },
          {
            "id": "7c12cb34-d186-48de-be67-141f2f3c4416",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DEL MINISTERIO DE RELACION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 288898.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 38,
        "monto": 114253952.0,
        "share": 0.7045914257587458
      },
      "periodo": {
        "desde": "2007-01-03",
        "hasta": "2018-08-01"
      },
      "monto_total": 162156319.0,
      "n_contratos": 185,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 10853967.0
        },
        {
          "anio": 2008,
          "monto": 13225898.0
        },
        {
          "anio": 2009,
          "monto": 16957509.0
        },
        {
          "anio": 2010,
          "monto": 24191241.0
        },
        {
          "anio": 2011,
          "monto": 34857875.0
        },
        {
          "anio": 2012,
          "monto": 23998391.0
        },
        {
          "anio": 2013,
          "monto": 23330424.0
        },
        {
          "anio": 2015,
          "monto": 558862.0
        },
        {
          "anio": 2017,
          "monto": 4834344.0
        },
        {
          "anio": 2018,
          "monto": 2219784.0
        }
      ],
      "td_conocidos": 170,
      "n_contrapartes": 41,
      "n_trato_directo": 55,
      "top_contrapartes": [
        {
          "id": "793bef3d-0425-453d-ac8b-ee9a69e157d1",
          "name": "SERVICIO DE SALUD METROPOLITANA NORTE HOSPITAL SAN JOSE",
          "monto": 21993252.0,
          "share": 0.13562994113106377
        },
        {
          "id": "5352e704-c398-4191-9c9e-55218165430a",
          "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
          "monto": 13898969.0,
          "share": 0.08571339732989376
        },
        {
          "id": "36e666a8-b981-49ba-b1a0-996c98d7e81c",
          "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
          "monto": 12010146.0,
          "share": 0.07406523578029667
        }
      ],
      "pct_trato_directo": 0.3235294117647059
    },
    "senales": [
      "55 de sus 170 contratos con dato fueron por trato directo (32%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}