{
  "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
  "kind": "empresa",
  "canonical_name": "Pro Grafica S. A.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76019663-0"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 227,
      "monto_sum": 108834190.0,
      "groups": [
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 19950910.0,
          "date_min": "2008-07-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 650000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-142-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1183000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-159-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 150000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-149-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-05",
              "monto": 88893.0,
              "date_to": "2008-12-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1236-11106-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-15",
              "monto": 330225.0,
              "date_to": "2008-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=299-11137-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-24",
              "monto": 1407770.0,
              "date_to": "2008-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-436-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-29",
              "monto": 882480.0,
              "date_to": "2008-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-12011-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-29",
              "monto": 712572.0,
              "date_to": "2008-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-11337-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-12",
              "monto": 111741.0,
              "date_to": "2008-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-11931-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-05",
              "monto": 449820.0,
              "date_to": "2008-12-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1236-11112-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b7eedc9-b842-4238-83ad-fcd8aa53fe54",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE AUXILIO ESCOLAR Y BECA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 12990599.0,
          "date_min": "2008-11-20",
          "date_max": "2008-12-11",
          "sample": [
            {
              "date": "2008-12-11",
              "monto": 12138000.0,
              "date_to": "2008-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=85-12297-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 9461891.0,
          "date_min": "2008-06-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 27790.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1656-94-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-30",
              "monto": 170000.0,
              "date_to": "2008-07-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-60-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-27",
              "monto": 309400.0,
              "date_to": "2008-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-12170-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-13",
              "monto": 515865.0,
              "date_to": "2008-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-13609-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-13",
              "monto": 1136450.0,
              "date_to": "2008-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1497-11536-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-13",
              "monto": 478380.0,
              "date_to": "2008-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-13590-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-14",
              "monto": 630105.0,
              "date_to": "2008-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-13583-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-17",
              "monto": 157972.0,
              "date_to": "2008-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-11386-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-26",
              "monto": 99960.0,
              "date_to": "2008-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-12120-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-05",
              "monto": 33070.0,
              "date_to": "2008-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-225-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4352540.0,
          "date_min": "2008-08-05",
          "date_max": "2008-12-12",
          "sample": [
            {
              "date": "2008-08-05",
              "monto": 466000.0,
              "date_to": "2008-08-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2424-1355-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-06",
              "monto": 554540.0,
              "date_to": "2008-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-11958-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-12",
              "monto": 3332000.0,
              "date_to": "2008-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-12491-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fffe39c-fd09-4b0f-8367-5d80a16720f1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE LA MUJER Y LA EQUIDAD DE GENERO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3372977.0,
          "date_min": "2008-11-04",
          "date_max": "2009-01-06",
          "sample": [
            {
              "date": "2008-11-04",
              "monto": 167195.0,
              "date_to": "2008-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1893-11149-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-04",
              "monto": 88060.0,
              "date_to": "2008-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1892-11207-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2693981.0,
          "date_min": "2008-06-06",
          "date_max": "2008-11-11",
          "sample": [
            {
              "date": "2008-06-06",
              "monto": 118524.0,
              "date_to": "2008-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5560-73-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-30",
              "monto": 1654100.0,
              "date_to": "2008-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5559-11406-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-11",
              "monto": 921357.0,
              "date_to": "2008-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2802-11431-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2580526.0,
          "date_min": "2008-06-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 872000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2665-106-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-13",
              "monto": 93900.0,
              "date_to": "2008-08-13",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2665-112-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-17",
              "monto": 506713.0,
              "date_to": "2008-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-11173-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "562d480a-4be3-4d2f-b1c7-266944a78c56",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN CARLOS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2526631.0,
          "date_min": "2008-11-19",
          "date_max": "2008-11-24",
          "sample": [
            {
              "date": "2008-11-24",
              "monto": 939534.0,
              "date_to": "2008-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2724-11254-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-19",
              "monto": 1587097.0,
              "date_to": "2008-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2727-11376-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2365125.0,
          "date_min": "2008-09-22",
          "date_max": "2009-01-13",
          "sample": [
            {
              "date": "2008-09-22",
              "monto": 421260.0,
              "date_to": "2008-09-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1091-11548-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-13",
              "monto": 71400.0,
              "date_to": "2009-01-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1092-25-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-12",
              "monto": 1535100.0,
              "date_to": "2008-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2570-11198-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2356200.0,
          "date_min": "2008-12-27",
          "date_max": "2008-12-27",
          "sample": [
            {
              "date": "2008-12-27",
              "monto": 2356200.0,
              "date_to": "2008-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-12061-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "024ac523-2d79-4995-87bd-e0fbd2ee5f68",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA FLORIDA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2331210.0,
          "date_min": "2009-01-29",
          "date_max": "2009-03-24",
          "sample": [
            {
              "date": "2009-03-24",
              "monto": 95200.0,
              "date_to": "2009-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-297-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-18",
              "monto": 1474410.0,
              "date_to": "2009-02-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-116-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2015860.0,
          "date_min": "2008-11-17",
          "date_max": "2009-01-14",
          "sample": [
            {
              "date": "2009-01-14",
              "monto": 1801660.0,
              "date_to": "2009-01-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-58-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-17",
              "monto": 214200.0,
              "date_to": "2008-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-12798-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d856b41b-14b7-4e44-9b69-edcfc93b3247",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Evaluación Ambiental (SEA)"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1930320.0,
          "date_min": "2008-07-25",
          "date_max": "2008-11-06",
          "sample": [
            {
              "date": "2008-07-25",
              "monto": 105000.0,
              "date_to": "2008-07-25",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1284-5-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-06",
              "monto": 499750.0,
              "date_to": "2008-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1853-11069-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-10",
              "monto": 564000.0,
              "date_to": "2008-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1283-11062-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-22",
              "monto": 107665.0,
              "date_to": "2008-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1286-11127-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-25",
              "monto": 124950.0,
              "date_to": "2008-07-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1284-11061-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1594933.0,
          "date_min": "2008-10-10",
          "date_max": "2009-03-31",
          "sample": [
            {
              "date": "2008-10-29",
              "monto": 116358.0,
              "date_to": "2008-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2393-11622-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2ef0cac0-e56b-4181-b55b-d4a4c4e1ceed",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE BUIN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1556520.0,
          "date_min": "2008-08-08",
          "date_max": "2008-09-25",
          "sample": []
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1527841.0,
          "date_min": "2008-10-09",
          "date_max": "2008-12-24",
          "sample": [
            {
              "date": "2008-11-21",
              "monto": 202300.0,
              "date_to": "2008-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191-11827-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-09",
              "monto": 207060.0,
              "date_to": "2008-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4907-11070-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1466199.0,
          "date_min": "2008-09-26",
          "date_max": "2009-01-22",
          "sample": [
            {
              "date": "2008-09-26",
              "monto": 149940.0,
              "date_to": "2008-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-12145-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-29",
              "monto": 669375.0,
              "date_to": "2008-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-12531-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9dfd1844-119d-4528-b6e3-10d05a796558",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CONCHALI"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1426124.0,
          "date_min": "2008-10-13",
          "date_max": "2009-09-30",
          "sample": [
            {
              "date": "2009-02-03",
              "monto": 40000.0,
              "date_to": "2009-02-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2296-160-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE PEÑALOLEN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1423500.0,
          "date_min": "2008-08-26",
          "date_max": "2008-08-26",
          "sample": [
            {
              "date": "2008-08-26",
              "monto": 650000.0,
              "date_to": "2008-08-26",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2403-11342-L108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1311930.0,
          "date_min": "2008-08-04",
          "date_max": "2008-12-26",
          "sample": [
            {
              "date": "2008-08-04",
              "monto": 185000.0,
              "date_to": "2008-08-04",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2460-535-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-26",
              "monto": 906780.0,
              "date_to": "2008-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-11905-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-04",
              "monto": 220150.0,
              "date_to": "2008-08-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-11492-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4f8cbb7-2aea-4aed-be64-ee96221f5105",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DE AYSÉN DEL GENERAL CARLOS IBÁÑEZ DE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1212610.0,
          "date_min": "2008-12-22",
          "date_max": "2008-12-22",
          "sample": []
        },
        {
          "other": {
            "id": "60590b3b-f48d-4c87-b070-8ab580fc219c",
            "kind": "institucion_publica",
            "canonical_name": "AGENCIA CHILENA DE COOPERACION INTERNACIONAL PARA EL DESARROLLO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1187025.0,
          "date_min": "2008-12-30",
          "date_max": "2008-12-30",
          "sample": [
            {
              "date": "2008-12-30",
              "monto": 1187025.0,
              "date_to": "2008-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1606-11604-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1162035.0,
          "date_min": "2008-12-05",
          "date_max": "2008-12-05",
          "sample": [
            {
              "date": "2008-12-05",
              "monto": 1162035.0,
              "date_to": "2008-12-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-11781-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1024590.0,
          "date_min": "2008-11-05",
          "date_max": "2008-11-05",
          "sample": [
            {
              "date": "2008-11-05",
              "monto": 1024590.0,
              "date_to": "2008-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-11372-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 994846.0,
          "date_min": "2008-07-25",
          "date_max": "2008-10-06",
          "sample": [
            {
              "date": "2008-07-25",
              "monto": 205400.0,
              "date_to": "2008-07-25",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2200-81-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-25",
              "monto": 244426.0,
              "date_to": "2008-07-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-11535-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58081bee-807c-498d-b670-db13b9673113",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacautín"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 994751.0,
          "date_min": "2008-09-05",
          "date_max": "2008-11-17",
          "sample": [
            {
              "date": "2008-09-05",
              "monto": 547454.0,
              "date_to": "2008-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4118-11021-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 858882.0,
          "date_min": "2008-09-05",
          "date_max": "2008-09-05",
          "sample": []
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 821100.0,
          "date_min": "2009-01-08",
          "date_max": "2009-01-08",
          "sample": [
            {
              "date": "2009-01-08",
              "monto": 821100.0,
              "date_to": "2009-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-32-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ee507bf-1093-449a-b617-0fbcea400893",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION DE V"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 794920.0,
          "date_min": "2008-12-12",
          "date_max": "2008-12-12",
          "sample": [
            {
              "date": "2008-12-12",
              "monto": 794920.0,
              "date_to": "2008-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5751-11284-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38cbd00a-1e83-487b-9b0b-5deb9667f839",
            "kind": "institucion_publica",
            "canonical_name": "Fondo Nacional de Salud - FONASA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 711715.0,
          "date_min": "2008-12-31",
          "date_max": "2008-12-31",
          "sample": []
        },
        {
          "other": {
            "id": "70c4ca29-6f6a-4616-8038-41f8bbfaf87d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE AYSEN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 709716.0,
          "date_min": "2009-03-23",
          "date_max": "2009-03-23",
          "sample": [
            {
              "date": "2009-03-23",
              "monto": 709716.0,
              "date_to": "2009-03-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2713-168-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Coquimbo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 684250.0,
          "date_min": "2009-01-20",
          "date_max": "2009-01-20",
          "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": 635460.0,
          "date_min": "2008-11-05",
          "date_max": "2008-11-05",
          "sample": [
            {
              "date": "2008-11-05",
              "monto": 635460.0,
              "date_to": "2008-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-12719-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "31574cf5-c01a-43bc-8d52-a413aed2f3ef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Chanco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 608780.0,
          "date_min": "2008-06-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 180000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3469-200-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-09",
              "monto": 214200.0,
              "date_to": "2008-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3469-312-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2455df25-fd16-4f01-a724-5a0f455df298",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PUDAHUEL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 574651.0,
          "date_min": "2008-09-22",
          "date_max": "2008-12-17",
          "sample": [
            {
              "date": "2008-12-17",
              "monto": 114240.0,
              "date_to": "2008-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-12772-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 562156.0,
          "date_min": "2008-09-26",
          "date_max": "2008-09-26",
          "sample": [
            {
              "date": "2008-09-26",
              "monto": 562156.0,
              "date_to": "2008-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2467-11793-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "44529190-98c6-4542-a25a-1b39e18d9554",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO DEL CARMEN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 545948.0,
          "date_min": "2008-11-26",
          "date_max": "2009-03-31",
          "sample": [
            {
              "date": "2009-01-22",
              "monto": 222863.0,
              "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=411-24-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-26",
              "monto": 119000.0,
              "date_to": "2008-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3332-11074-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 512295.0,
          "date_min": "2008-10-22",
          "date_max": "2008-11-04",
          "sample": []
        },
        {
          "other": {
            "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 496230.0,
          "date_min": "2008-10-28",
          "date_max": "2009-01-09",
          "sample": [
            {
              "date": "2009-01-09",
              "monto": 336056.0,
              "date_to": "2009-01-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5264-1-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-28",
              "monto": 160174.0,
              "date_to": "2008-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5264-11105-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de8abfc6-f9d4-4339-98ef-43483b43c6e5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN BERNARDO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 493850.0,
          "date_min": "2008-08-20",
          "date_max": "2008-09-03",
          "sample": [
            {
              "date": "2008-08-20",
              "monto": 124950.0,
              "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=2341-11801-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-03",
              "monto": 368900.0,
              "date_to": "2008-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2341-11900-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "55ddc0d8-eef1-4956-a452-5541d019665a",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Gorbea"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 468331.0,
          "date_min": "2008-06-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 213850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4102-110-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-30",
              "monto": 254481.0,
              "date_to": "2008-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4102-132-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b5c943c2-5d8a-40da-abc8-a1884bfa3487",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAULLIN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 464028.0,
          "date_min": "2009-01-19",
          "date_max": "2009-01-19",
          "sample": [
            {
              "date": "2009-01-19",
              "monto": 101673.0,
              "date_to": "2009-01-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4086-21-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63aaba74-14ed-4f93-a451-d2f75f40ed8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Caldera"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 437920.0,
          "date_min": "2009-01-21",
          "date_max": "2009-01-21",
          "sample": []
        },
        {
          "other": {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Los Lagos - Sede Coyhaique"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 433160.0,
          "date_min": "2008-11-06",
          "date_max": "2008-12-10",
          "sample": [
            {
              "date": "2008-11-06",
              "monto": 285600.0,
              "date_to": "2008-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-12330-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-10",
              "monto": 147560.0,
              "date_to": "2008-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-12479-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 428400.0,
          "date_min": "2008-12-11",
          "date_max": "2008-12-11",
          "sample": [
            {
              "date": "2008-12-11",
              "monto": 428400.0,
              "date_to": "2008-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=596-11401-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "25645556-a38f-474b-b008-a82af05f369a",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 426020.0,
          "date_min": "2008-11-26",
          "date_max": "2008-11-26",
          "sample": [
            {
              "date": "2008-11-26",
              "monto": 426020.0,
              "date_to": "2008-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5667-11524-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 418880.0,
          "date_min": "2008-10-07",
          "date_max": "2008-10-07",
          "sample": []
        },
        {
          "other": {
            "id": "00d11155-abcd-40d4-b2c9-dcb91b5743aa",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DEL LIBERTADOR BERNARDO  O´HIGGINS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 398055.0,
          "date_min": "2008-11-11",
          "date_max": "2008-11-11",
          "sample": [
            {
              "date": "2008-11-11",
              "monto": 398055.0,
              "date_to": "2008-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=882-11125-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 378491.0,
          "date_min": "2008-09-29",
          "date_max": "2008-12-15",
          "sample": [
            {
              "date": "2008-10-27",
              "monto": 77350.0,
              "date_to": "2008-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-12525-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-15",
              "monto": 178500.0,
              "date_to": "2008-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-13018-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-29",
              "monto": 99008.0,
              "date_to": "2008-09-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-12211-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-08",
              "monto": 23633.0,
              "date_to": "2008-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-12481-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 361164.0,
          "date_min": "2009-04-01",
          "date_max": "2009-04-01",
          "sample": [
            {
              "date": "2009-04-01",
              "monto": 252815.0,
              "date_to": "2009-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-784-SE09",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 62,
        "count": 78,
        "monto_sum": 9798114.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 227,
      "monto_sum": 108834190.0,
      "grado_pctl": 0.44036388140161725,
      "monto_pctl": 0.23685983827493262,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-24",
            "monto": 1407770.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-436-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-24",
            "monto": 773500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-435-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-23",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-443-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-07",
            "monto": 1773100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-11601-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-04",
            "monto": 799680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=932-11237-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-20",
            "monto": 95200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-11735-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-12",
            "monto": 111741.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-11931-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 2606100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-12002-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 107100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-11995-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-05",
            "monto": 449820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1236-11112-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-18",
            "monto": 303539.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1197-11214-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-05",
            "monto": 3105900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-11864-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 903840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=931-11262-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 712572.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-11337-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-05",
            "monto": 88893.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1236-11106-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 882480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-12011-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-15",
            "monto": 330225.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=299-11137-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-12",
            "monto": 3337950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-12005-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 650000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-142-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 150000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-149-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1183000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-159-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 19950910.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-05",
            "monto": 33070.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-225-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-30",
            "monto": 202300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-11450-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 2633589.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-11842-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 169575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2132-11462-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-26",
            "monto": 99960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-12120-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2132-11463-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-13",
            "monto": 478380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-13590-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-27",
            "monto": 309400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-12170-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-04",
            "monto": 1779050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-11365-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-24",
            "monto": 301926.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-12078-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-07",
            "monto": 74375.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2270-11560-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-17",
            "monto": 157972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-11386-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-13",
            "monto": 515865.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-13609-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-13",
            "monto": 1136450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1497-11536-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-24",
            "monto": 309400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-12395-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-18",
            "monto": 254184.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-11396-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-14",
            "monto": 630105.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-13583-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-30",
            "monto": 170000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-60-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 27790.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1656-94-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9461891.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-06",
            "monto": 554540.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-11958-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-12",
            "monto": 3332000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-12491-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-05",
            "monto": 466000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2424-1355-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "name": "I.MUNICIPALIDAD DE VIÑA DEL MAR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4352540.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-30",
            "monto": 996172.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-109-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-29",
            "monto": 111741.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-11062-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-17",
            "monto": 506713.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-11173-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 872000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2665-106-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-13",
            "monto": 93900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2665-112-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TOME",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2580526.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-25",
            "monto": 124950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1284-11061-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-30",
            "monto": 236810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1281-11104-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-22",
            "monto": 107665.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1286-11127-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-22",
            "monto": 292145.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1286-11126-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-10",
            "monto": 564000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1283-11062-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-06",
            "monto": 499750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1853-11069-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-25",
            "monto": 105000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1284-5-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "d856b41b-14b7-4e44-9b69-edcfc93b3247",
            "kind": "institucion_publica",
            "name": "Servicio de Evaluación Ambiental (SEA)",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1930320.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-26",
            "monto": 773500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-11991-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 650000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2403-11342-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "name": "I.MUNICIPALIDAD DE PEÑALOLEN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1423500.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-04",
            "monto": 220150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-11492-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-26",
            "monto": 906780.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-11905-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-04",
            "monto": 185000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2460-535-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PROVIDENCIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1311930.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-25",
            "monto": 244426.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-11535-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-06",
            "monto": 545020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4847-11175-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-25",
            "monto": 205400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2200-81-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 994846.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-09",
            "monto": 214200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3469-312-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-13",
            "monto": 214580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3469-25-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 180000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3469-200-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "31574cf5-c01a-43bc-8d52-a413aed2f3ef",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Chanco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 608780.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-30",
            "monto": 254481.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4102-132-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 213850.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4102-110-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "55ddc0d8-eef1-4956-a452-5541d019665a",
            "kind": "institucion_publica",
            "name": "Municipalidad de Gorbea",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 468331.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-27",
            "monto": 99722.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1083-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2291-649-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE TALCA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 183522.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-29",
            "monto": 99365.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2668-11060-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2668-48-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "01b70361-ff3a-4d88-848d-b02ee907a585",
            "kind": "empresa",
            "name": "Pro Grafica S. A.",
            "role": "ancla"
          },
          {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE VITACURA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 182865.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 108,
        "monto": 66430790.0,
        "share": 0.6103853026332994
      },
      "periodo": {
        "desde": "2008-05-29",
        "hasta": "2011-02-02"
      },
      "monto_total": 108834190.0,
      "n_contratos": 227,
      "serie_anual": [
        {
          "anio": 2008,
          "monto": 88116275.0
        },
        {
          "anio": 2009,
          "monto": 16963975.0
        },
        {
          "anio": 2011,
          "monto": 77350.0
        }
      ],
      "td_conocidos": 207,
      "n_contrapartes": 111,
      "n_trato_directo": 14,
      "top_contrapartes": [
        {
          "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
          "name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE",
          "monto": 19950910.0,
          "share": 0.1833147285793187
        },
        {
          "id": "8b7eedc9-b842-4238-83ad-fcd8aa53fe54",
          "name": "JUNTA NACIONAL DE AUXILIO ESCOLAR Y BECA",
          "monto": 12990599.0,
          "share": 0.11936137899312707
        },
        {
          "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
          "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
          "monto": 9461891.0,
          "share": 0.08693858979425491
        }
      ],
      "pct_trato_directo": 0.06763285024154589
    },
    "senales": [
      "14 de sus 207 contratos con dato fueron por trato directo (7%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}