{
  "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
  "kind": "persona",
  "canonical_name": "La Gran Liquidadora",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "7922236-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 400,
      "monto_sum": 757566695.0,
      "groups": [
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 39,
          "monto_sum": 171302947.0,
          "date_min": "2007-02-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 140180.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-78-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-12",
              "monto": 14200000.0,
              "date_to": "2008-08-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2369-37-LP08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 124300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1093-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 83790.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-262-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-13",
              "monto": 19880000.0,
              "date_to": "2008-10-13",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2369-38-LP08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 69800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-166-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 101660.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5042-12-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-10",
              "monto": 2823275.0,
              "date_to": "2009-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-1532-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-12",
              "monto": 16898000.0,
              "date_to": "2008-08-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-11019-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-13",
              "monto": 23657200.0,
              "date_to": "2008-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-11044-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9cc31bd8-c84a-4d66-a31c-2702ca73da87",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CALAMA"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 115080777.0,
          "date_min": "2007-04-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 8624000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-36-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 4099000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-149-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 780850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-171-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 119500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-248-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1176000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-235-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 168000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-238-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 8400000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-91-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 9242750.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-35-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-27",
              "monto": 199920.0,
              "date_to": "2007-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-480-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-12",
              "monto": 711620.0,
              "date_to": "2009-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-364-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "163b9af7-f3de-4edf-803d-0b591dd753c0",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CAMINA"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 84036155.0,
          "date_min": "2007-04-10",
          "date_max": "2012-04-23",
          "sample": [
            {
              "date": "2008-04-29",
              "monto": 56450.0,
              "date_to": "2008-04-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-2-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-29",
              "monto": 8403210.0,
              "date_to": "2008-04-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-4-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-11",
              "monto": 6301350.0,
              "date_to": "2007-04-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-4-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-29",
              "monto": 1728031.0,
              "date_to": "2008-04-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-3-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-28",
              "monto": 10540972.0,
              "date_to": "2009-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-7-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-29",
              "monto": 2056356.0,
              "date_to": "2008-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-2-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 59991629.0,
          "date_min": "2007-08-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 75880.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-251-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 818200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-209-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-13",
              "monto": 973658.0,
              "date_to": "2007-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1030-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-28",
              "monto": 1181443.0,
              "date_to": "2009-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1715-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-20",
              "monto": 117096.0,
              "date_to": "2009-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-2784-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-13",
              "monto": 23186543.0,
              "date_to": "2009-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1054-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-24",
              "monto": 78361.0,
              "date_to": "2009-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1921-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-01-15",
              "monto": 991139.0,
              "date_to": "2010-01-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-83-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-20",
              "monto": 180427.0,
              "date_to": "2009-04-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-819-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-17",
              "monto": 118619.0,
              "date_to": "2010-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-640-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b3d6a5e5-25ca-4781-9851-b5d5583a9eac",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de General Lagos"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 56777655.0,
          "date_min": "2007-04-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2628600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3971-27-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 7652250.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3971-22-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2520000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3974-15-C207",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 4184560.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3974-16-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 3600000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3974-25-C207",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2146256.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3971-11-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-11",
              "monto": 2998800.0,
              "date_to": "2007-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3974-7-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-29",
              "monto": 4979626.0,
              "date_to": "2007-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3974-8-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-03",
              "monto": 338614.0,
              "date_to": "2008-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-11028-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a820c14a-df8a-4f9a-94f0-4f8e02a1ee32",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TOCOPILLA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 48308351.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1747040.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5160-2-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-24",
              "monto": 9999600.0,
              "date_to": "2009-02-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-49-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-25",
              "monto": 1844285.0,
              "date_to": "2010-03-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-88-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 44,
          "monto_sum": 34960086.0,
          "date_min": "2007-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2172000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1437-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 101940.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1227-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 180580.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1246-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 56970.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1362-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 436410.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1794-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 279600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1130-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1194000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1952-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1941000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-825-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 22500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1166-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 716000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1114-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 26828616.0,
          "date_min": "2009-06-01",
          "date_max": "2011-04-26",
          "sample": [
            {
              "date": "2010-05-20",
              "monto": 4273623.0,
              "date_to": "2010-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1197-109-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-18",
              "monto": 2870018.0,
              "date_to": "2010-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=930-65-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-18",
              "monto": 1495116.0,
              "date_to": "2011-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-63-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-13",
              "monto": 3297847.0,
              "date_to": "2010-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-83-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-09-14",
              "monto": 830917.0,
              "date_to": "2010-09-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1236-201-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6398043f-ff5d-4a17-af78-ef86be9bdab9",
            "kind": "institucion_publica",
            "canonical_name": "Gobernación Provincial de Iquique"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 14772551.0,
          "date_min": "2007-11-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2167000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1706-76-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 3699270.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1706-78-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-15",
              "monto": 2578730.0,
              "date_to": "2007-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1706-123-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7c7db2a5-c63a-4915-af3f-eb1d45af18d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freirina"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 14601213.0,
          "date_min": "2008-01-31",
          "date_max": "2009-01-28",
          "sample": [
            {
              "date": "2008-01-31",
              "monto": 3351490.0,
              "date_to": "2008-01-31",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4356-1-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-28",
              "monto": 1448122.0,
              "date_to": "2009-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4356-7-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-03",
              "monto": 5813328.0,
              "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=4356-11026-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c84453dd-5136-419c-b7fd-96d9a1f14ab7",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 14049730.0,
          "date_min": "2007-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 173760.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2429-232-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-12",
              "monto": 1181075.0,
              "date_to": "2010-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-175-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 12374066.0,
          "date_min": "2007-06-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 3338895.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-482-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 663500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-366-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 317400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-236-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-26",
              "monto": 377706.0,
              "date_to": "2007-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-535-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9d7987cd-0f88-49f7-b381-8573635069c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pica"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 11463504.0,
          "date_min": "2007-04-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1117240.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-164-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-08",
              "monto": 46190.0,
              "date_to": "2007-05-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-160-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 504000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-231-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-29",
              "monto": 48400.0,
              "date_to": "2008-07-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-247-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-09",
              "monto": 1329515.0,
              "date_to": "2008-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-338-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-29",
              "monto": 57596.0,
              "date_to": "2008-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-11221-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-24",
              "monto": 1153516.0,
              "date_to": "2007-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-462-C107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e055c4f1-e799-4dd8-a85b-d2ed6be23ecd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE POZO ALMONTE"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 11337171.0,
          "date_min": "2007-03-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 273990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-442-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 420000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-509-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 485350.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-431-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 237760.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-611-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 223640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-438-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 399200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-515-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 50000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-648-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 277410.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-250-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1363900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-420-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 420000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-510-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 10948152.0,
          "date_min": "2009-05-06",
          "date_max": "2009-12-18",
          "sample": [
            {
              "date": "2009-05-06",
              "monto": 379978.0,
              "date_to": "2009-05-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2382-300-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-18",
              "monto": 10363602.0,
              "date_to": "2009-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2380-646-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63aaba74-14ed-4f93-a451-d2f75f40ed8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Caldera"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 6928859.0,
          "date_min": "2007-12-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2470200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4190-577-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 537300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4190-585-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-11",
              "monto": 2939538.0,
              "date_to": "2007-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4190-808-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-13",
              "monto": 639387.0,
              "date_to": "2007-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4190-816-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "abe677f3-b692-4dda-b093-a4b3b25c677b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Huasco"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 6257375.0,
          "date_min": "2008-06-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 476100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3739-30-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-29",
              "monto": 439070.0,
              "date_to": "2008-07-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3739-46-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-09",
              "monto": 1277905.0,
              "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=3739-65-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-16",
              "monto": 541283.0,
              "date_to": "2010-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3739-53-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-29",
              "monto": 1706805.0,
              "date_to": "2009-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3739-81-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-29",
              "monto": 1106842.0,
              "date_to": "2009-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3739-82-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7943cf01-0dc1-47a3-b52c-2be7dc52a80e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COLCHANE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5995938.0,
          "date_min": "2010-05-10",
          "date_max": "2010-05-10",
          "sample": [
            {
              "date": "2010-05-10",
              "monto": 5995938.0,
              "date_to": "2010-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-7-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 4727648.0,
          "date_min": "2007-04-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-05-16",
              "monto": 118550.0,
              "date_to": "2007-05-16",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1819-16-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-20",
              "monto": 49650.0,
              "date_to": "2007-08-20",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1821-63-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 410840.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1823-15-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 288000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1817-23-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 236670.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=901-18-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-30",
              "monto": 179550.0,
              "date_to": "2007-08-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1830-86-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 84640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5323-1-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 156300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1819-38-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 90900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1274-52-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-13",
              "monto": 110313.0,
              "date_to": "2009-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5323-74-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "59e98126-70a2-4a04-95e7-4dd79ae33219",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DEL TAMARUGAL"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 3772001.0,
          "date_min": "2009-09-24",
          "date_max": "2010-05-13",
          "sample": [
            {
              "date": "2009-09-24",
              "monto": 285243.0,
              "date_to": "2009-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5562-294-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-09-24",
              "monto": 247210.0,
              "date_to": "2009-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5562-297-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-20",
              "monto": 463790.0,
              "date_to": "2009-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5562-312-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3253808.0,
          "date_min": "2007-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1358300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=845-23-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-27",
              "monto": 69930.0,
              "date_to": "2007-06-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=845-14-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-14",
              "monto": 125985.0,
              "date_to": "2010-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=845-274-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-29",
              "monto": 83216.0,
              "date_to": "2007-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=845-99-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7b32ecfa-07a7-4634-b59b-357dc7cb4e81",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL DE TARAPACA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3199306.0,
          "date_min": "2007-12-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 357700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=768-176-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 342440.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=768-175-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-07",
              "monto": 407503.0,
              "date_to": "2007-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=768-426-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-07",
              "monto": 425663.0,
              "date_to": "2007-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=768-425-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9c195ef6-e929-44d6-ad73-7a4f05ee8d6a",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2534881.0,
          "date_min": "2007-06-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1157480.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3349-155-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 1377401.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3349-219-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c33a4fef-6839-4b1f-9f6b-2b4e562e2163",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CHAÑARAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2495430.0,
          "date_min": "2009-03-09",
          "date_max": "2009-03-09",
          "sample": []
        },
        {
          "other": {
            "id": "de1e8029-1f7b-4e77-a247-ef216a2fc8fd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD IQUIQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2451924.0,
          "date_min": "2007-12-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1119600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1637-266-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-04",
              "monto": 1332324.0,
              "date_to": "2007-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1637-488-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2079572.0,
          "date_min": "2009-09-23",
          "date_max": "2009-09-23",
          "sample": []
        },
        {
          "other": {
            "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lonquimay"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1906856.0,
          "date_min": "2007-03-12",
          "date_max": "2009-03-23",
          "sample": []
        },
        {
          "other": {
            "id": "8fa52a9f-4423-42d6-87d9-a176997ac9c3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Algarrobo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1789405.0,
          "date_min": "2007-04-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 817080.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2690-14-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-20",
              "monto": 972325.0,
              "date_to": "2007-04-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2690-24-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ae730e40-f85f-406e-a979-9ef0b24798c8",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DE TARAPACÁ"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1765740.0,
          "date_min": "2007-12-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 806274.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=951-75-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 1350745.0,
          "date_min": "2007-07-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 24420.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-153-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 37950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-182-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 21000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-150-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 58950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-166-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 26940.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-168-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 447520.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4858-31-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-12",
              "monto": 24990.0,
              "date_to": "2007-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-311-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-12",
              "monto": 29059.0,
              "date_to": "2007-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-317-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-31",
              "monto": 45160.0,
              "date_to": "2007-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-361-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-31",
              "monto": 532548.0,
              "date_to": "2007-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-189-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1128156.0,
          "date_min": "2008-06-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 515140.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2788-340-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-11",
              "monto": 613016.0,
              "date_to": "2008-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-828-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6676693a-f130-4763-b17f-53c19634c36d",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1115755.0,
          "date_min": "2009-06-13",
          "date_max": "2009-10-07",
          "sample": []
        },
        {
          "other": {
            "id": "e69eba60-6b6b-48d7-a38d-aca89f1ad1cf",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1114921.0,
          "date_min": "2008-05-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 119880.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5702-201-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8229cc8-a319-45d0-b737-c355bafb1fe6",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1057350.0,
          "date_min": "2009-08-28",
          "date_max": "2009-08-28",
          "sample": [
            {
              "date": "2009-08-28",
              "monto": 1057350.0,
              "date_to": "2009-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-1332-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95569b41-3d37-4b5a-8b87-61a5e67dc193",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coltauco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 998158.0,
          "date_min": "2007-04-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 455780.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3992-26-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-24",
              "monto": 542378.0,
              "date_to": "2007-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3992-42-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "86409bc8-310c-430b-b043-f20da878f444",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Sierra Gorda"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 974109.0,
          "date_min": "2009-02-26",
          "date_max": "2009-03-06",
          "sample": [
            {
              "date": "2009-02-26",
              "monto": 673575.0,
              "date_to": "2009-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4468-60-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-06",
              "monto": 300534.0,
              "date_to": "2009-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3845-25-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ec18499-d224-4d60-86be-976c127070a1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE HUARA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 853443.0,
          "date_min": "2007-06-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 389700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3800-82-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "82cdef82-a93c-4c7a-9db3-3fd0cd9f3a65",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CHILLAN VIEJO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 830010.0,
          "date_min": "2007-04-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 379000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3673-16-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-03",
              "monto": 451010.0,
              "date_to": "2007-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3673-23-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 822980.0,
          "date_min": "2007-05-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 290000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-51-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 85790.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2787-50-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-12",
              "monto": 102090.0,
              "date_to": "2007-05-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-86-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "528ad6c9-65d1-40c2-9d5b-95244123c857",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE FLORIDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 777022.0,
          "date_min": "2009-06-15",
          "date_max": "2009-06-15",
          "sample": []
        },
        {
          "other": {
            "id": "95f74c44-a6e4-4664-89c1-76ebc100c228",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Tierra Amarilla"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 713405.0,
          "date_min": "2009-04-03",
          "date_max": "2009-04-03",
          "sample": []
        },
        {
          "other": {
            "id": "3c5fccb5-b22f-4b0b-bedc-a254e7c3d373",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ercilla"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 699924.0,
          "date_min": "2007-03-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 319600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4306-52-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-21",
              "monto": 380324.0,
              "date_to": "2007-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4306-98-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "33f37986-f6d5-4daf-843d-6483ba3bd046",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coyhaique"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 637007.0,
          "date_min": "2009-09-11",
          "date_max": "2009-09-11",
          "sample": []
        },
        {
          "other": {
            "id": "734f81c2-91f7-4ce5-aefa-431ef9907952",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE TURISMO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 599986.0,
          "date_min": "2010-08-24",
          "date_max": "2010-08-24",
          "sample": []
        },
        {
          "other": {
            "id": "44529190-98c6-4542-a25a-1b39e18d9554",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO DEL CARMEN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 540676.0,
          "date_min": "2009-04-02",
          "date_max": "2009-04-02",
          "sample": []
        },
        {
          "other": {
            "id": "07c58ae5-2ca4-4d26-aedf-237e4e0ce054",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Huechuraba"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 502429.0,
          "date_min": "2009-06-08",
          "date_max": "2009-06-08",
          "sample": []
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 502124.0,
          "date_min": "2007-07-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 159770.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2122-107-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-26",
              "monto": 50520.0,
              "date_to": "2007-10-26",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2270-217-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-05",
              "monto": 190126.0,
              "date_to": "2007-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-503-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 489465.0,
          "date_min": "2007-02-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 223500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2708-119-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-16",
              "monto": 265965.0,
              "date_to": "2007-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2708-159-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a8806e9-00b9-479e-ae51-698168529393",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHILE CHICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 380252.0,
          "date_min": "2009-04-28",
          "date_max": "2009-04-28",
          "sample": []
        },
        {
          "other": {
            "id": "f4a9a8b7-47ba-45c4-89b9-74f2a4fb62fc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 356762.0,
          "date_min": "2009-04-08",
          "date_max": "2009-04-08",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 27,
        "count": 35,
        "monto_sum": 5130670.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 400,
      "monto_sum": 757566695.0,
      "grado_pctl": 0.8534538411878632,
      "monto_pctl": 0.9438347320852163,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-22",
            "monto": 166814.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-149-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-09",
            "monto": 83062.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-277-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-11",
            "monto": 120975.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5042-32-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-01",
            "monto": 40257.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5042-39-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-12",
            "monto": 99710.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-424-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-11",
            "monto": 147917.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1415-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 140180.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-78-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-12",
            "monto": 16898000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-11019-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 3991545.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-11040-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-28",
            "monto": 118405.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-11542-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-13",
            "monto": 23657200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-11044-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-09",
            "monto": 1247715.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-135-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-30",
            "monto": 27941259.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-258-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-27",
            "monto": 80003.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-359-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-19",
            "monto": 171145.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1826-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-22",
            "monto": 473620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1840-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-11",
            "monto": 1249214.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-2438-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-04",
            "monto": 8568000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-67-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-18",
            "monto": 185175.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-3100-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-06",
            "monto": 541188.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-3024-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-11",
            "monto": 416440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-3047-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-05",
            "monto": 1798090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-1291-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-03",
            "monto": 13998398.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-90-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-10",
            "monto": 2823275.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-1532-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-15",
            "monto": 11392393.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-91-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-29",
            "monto": 498800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-3522-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-01",
            "monto": 713928.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-1479-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-24",
            "monto": 333152.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-631-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-03",
            "monto": 1930775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-244-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-29",
            "monto": 1254379.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-332-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-03",
            "monto": 1930775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-245-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-12",
            "monto": 2693208.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-282-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 69800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-166-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-04",
            "monto": 11138400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-33-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 101660.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5042-12-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 83790.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-262-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 124300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1093-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-12",
            "monto": 14200000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2369-37-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-13",
            "monto": 19880000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2369-38-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 171302947.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "NA",
            "monto": 9242750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-35-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-26",
            "monto": 10998872.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-304-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-17",
            "monto": 929211.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-367-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-16",
            "monto": 1494999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-357-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 199920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-480-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 1399440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-478-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-12",
            "monto": 4877810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-436-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-26",
            "monto": 142205.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-560-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-28",
            "monto": 10262560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-411-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-11",
            "monto": 9996000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-573-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-05",
            "monto": 16065000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-240-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-24",
            "monto": 358178.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-400-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-12",
            "monto": 711620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-364-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-13",
            "monto": 1220844.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-454-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-22",
            "monto": 385560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-134-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-17",
            "monto": 209178.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-119-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-31",
            "monto": 15472380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-248-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-30",
            "monto": 7746900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-594-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4099000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-149-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 780850.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-171-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1176000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-235-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-238-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 119500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-248-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 8624000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-36-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 8400000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2385-91-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "9cc31bd8-c84a-4d66-a31c-2702ca73da87",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE CALAMA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 115080777.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-10",
            "monto": 7498606.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-4-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 9999819.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-1-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 2056356.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-2-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-30",
            "monto": 67175.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-5-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-28",
            "monto": 10540972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-7-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-24",
            "monto": 11384777.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-14-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-06",
            "monto": 11999812.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-21-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-11",
            "monto": 6301350.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-4-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-23",
            "monto": 13999597.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-36-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 56450.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-2-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 1728031.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-3-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 8403210.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4029-4-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "163b9af7-f3de-4edf-803d-0b591dd753c0",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE CAMINA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 84036155.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-13",
            "monto": 973658.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1030-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-06",
            "monto": 90297.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-949-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-28",
            "monto": 1378020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-906-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-20",
            "monto": 180427.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-819-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-13",
            "monto": 23186543.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1054-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-11",
            "monto": 84359.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1299-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-19",
            "monto": 29401092.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1372-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-28",
            "monto": 1181443.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1715-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-24",
            "monto": 78361.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1921-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-09",
            "monto": 118762.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-2099-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-20",
            "monto": 117096.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-2784-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-15",
            "monto": 991139.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-83-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-09",
            "monto": 483520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-344-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-09",
            "monto": 533786.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-345-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-17",
            "monto": 118619.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-640-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-10",
            "monto": 180427.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-602-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 818200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-209-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 75880.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-251-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "name": "MUNICIPALIDAD DE ALTO HOSPICIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 59991629.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-05",
            "monto": 1348496.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-8-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-11",
            "monto": 2998800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3974-7-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-29",
            "monto": 4979626.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3974-8-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-19",
            "monto": 4284000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3974-25-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-04",
            "monto": 9106177.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-20-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-07",
            "monto": 3128034.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-21-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-09",
            "monto": 1352565.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-22-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-30",
            "monto": 2554044.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-9-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-21",
            "monto": 72494.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3961-11130-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 2597999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3961-11141-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 191709.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-11021-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-03",
            "monto": 338614.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3971-11028-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-14",
            "monto": 979334.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3961-126-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-04",
            "monto": 114097.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3961-168-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2520000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3974-15-C207",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4184560.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3974-16-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 7652250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3971-22-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2628600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3971-27-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3600000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3974-25-C207",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2146256.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3971-11-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "b3d6a5e5-25ca-4781-9851-b5d5583a9eac",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de General Lagos",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 56777655.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-23",
            "monto": 4990000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-30-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-01",
            "monto": 2078977.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5160-1-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1747040.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5160-2-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-07",
            "monto": 9999960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-15-C108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-24",
            "monto": 9999600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-49-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-03",
            "monto": 6050471.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3555-29-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-23",
            "monto": 9999729.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-42-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 1598289.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-62-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-25",
            "monto": 1844285.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-88-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "a820c14a-df8a-4f9a-94f0-4f8e02a1ee32",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE TOCOPILLA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 48308351.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-30",
            "monto": 1422645.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-956-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-08",
            "monto": 852040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1359-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-15",
            "monto": 26775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1422-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-26",
            "monto": 121308.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1474-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 190114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1510-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-10",
            "monto": 427924.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1665-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-12",
            "monto": 67794.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1686-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-03",
            "monto": 332724.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1576-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-30",
            "monto": 2584680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1857-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-31",
            "monto": 214890.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1859-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-17",
            "monto": 519327.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2620-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-03",
            "monto": 1420860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2802-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-12",
            "monto": 558110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-12961-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-06",
            "monto": 523124.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-13725-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-04",
            "monto": 1497734.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-13694-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-10",
            "monto": 18433.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-13748-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-27",
            "monto": 237762.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-131-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-16",
            "monto": 487067.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-345-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-05",
            "monto": 664377.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-217-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-27",
            "monto": 1481550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1047-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-14",
            "monto": 1422050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1231-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-05",
            "monto": 59500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1088-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-26",
            "monto": 161554.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1317-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-03",
            "monto": 65366.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1739-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-02",
            "monto": 1392300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2749-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-16",
            "monto": 1727820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2865-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-07",
            "monto": 1577940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-3073-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-17",
            "monto": 199586.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-3142-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-04",
            "monto": 1374450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-3067-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-05",
            "monto": 844662.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-304-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-30",
            "monto": 194826.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-710-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-30",
            "monto": 4971260.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2405-21-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-12",
            "monto": 58774.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-587-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1941000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-825-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 716000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1114-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 279600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1130-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 22500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1166-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 159760.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1192-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 101940.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1227-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 180580.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1246-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 56970.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1362-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2172000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1437-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 436410.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1794-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1194000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1952-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 34960086.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-15",
            "monto": 2578730.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1706-123-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-20",
            "monto": 4402131.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1706-152-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-29",
            "monto": 1925420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1706-11110-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2167000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1706-76-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3699270.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1706-78-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "6398043f-ff5d-4a17-af78-ef86be9bdab9",
            "kind": "institucion_publica",
            "name": "Gobernación Provincial de Iquique",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14772551.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-11",
            "monto": 3988273.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4356-14-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 5813328.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4356-11026-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-28",
            "monto": 1448122.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4356-7-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-31",
            "monto": 3351490.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4356-1-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "7c7db2a5-c63a-4915-af3f-eb1d45af18d0",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Freirina",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14601213.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-30",
            "monto": 206774.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-475-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-23",
            "monto": 232906.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-920-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-12",
            "monto": 255255.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-176-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-12",
            "monto": 1181075.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-175-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-07",
            "monto": 11999960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2430-250-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 173760.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2429-232-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "c84453dd-5136-419c-b7fd-96d9a1f14ab7",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE ANTOFAGASTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14049730.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-26",
            "monto": 377706.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-535-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-21",
            "monto": 789565.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-623-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-29",
            "monto": 3973285.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-799-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-17",
            "monto": 2913715.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-379-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 317400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-236-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 663500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-366-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3338895.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2322-482-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE VALLENAR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12374066.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-23",
            "monto": 54966.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-236-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-08",
            "monto": 20801.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-272-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-24",
            "monto": 1153516.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-462-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-31",
            "monto": 3236553.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-481-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-10",
            "monto": 179932.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-653-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-11",
            "monto": 613929.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-76-C108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-18",
            "monto": 599760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-294-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-09",
            "monto": 1329515.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-338-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-29",
            "monto": 57596.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-11221-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 1571978.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-11299-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-23",
            "monto": 628772.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-11376-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-24",
            "monto": 300356.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-283-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-08",
            "monto": 46190.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-160-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 504000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-231-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1117240.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-164-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-29",
            "monto": 48400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3885-247-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "624e7b8c-28d4-49bb-beaa-946c9f097244",
            "kind": "persona",
            "name": "LA GRAN LIQUIDADORA",
            "role": "ancla"
          },
          {
            "id": "9d7987cd-0f88-49f7-b381-8573635069c6",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Pica",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11463504.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 74,
        "monto": 387146816.0,
        "share": 0.5110399104860331
      },
      "periodo": {
        "desde": "2007-02-16",
        "hasta": "2012-04-23"
      },
      "monto_total": 757566695.0,
      "n_contratos": 400,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 117886231.0
        },
        {
          "anio": 2008,
          "monto": 164726075.0
        },
        {
          "anio": 2009,
          "monto": 230056614.0
        },
        {
          "anio": 2010,
          "monto": 85577801.0
        },
        {
          "anio": 2011,
          "monto": 48521172.0
        },
        {
          "anio": 2012,
          "monto": 13999597.0
        }
      ],
      "td_conocidos": 294,
      "n_contrapartes": 77,
      "n_trato_directo": 10,
      "top_contrapartes": [
        {
          "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
          "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
          "monto": 171302947.0,
          "share": 0.2261225950541556
        },
        {
          "id": "9cc31bd8-c84a-4d66-a31c-2702ca73da87",
          "name": "I MUNICIPALIDAD DE CALAMA",
          "monto": 115080777.0,
          "share": 0.15190844285993857
        },
        {
          "id": "163b9af7-f3de-4edf-803d-0b591dd753c0",
          "name": "ILUSTRE MUNICIPALIDAD DE CAMINA",
          "monto": 84036155.0,
          "share": 0.11092905159987267
        }
      ],
      "pct_trato_directo": 0.034013605442176874
    },
    "senales": [
      "10 de sus 294 contratos con dato fueron por trato directo (3%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}