{
  "id": "b99548e9-2c89-4362-9a08-d38043240688",
  "kind": "empresa",
  "canonical_name": "ARTICULOS PUBLICITARIOS LW LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77415130-3"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 1962,
      "monto_sum": 3039735000.0,
      "groups": [
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 202,
          "monto_sum": 356181767.0,
          "date_min": "2008-04-03",
          "date_max": "2025-12-01",
          "sample": [
            {
              "date": "2008-05-16",
              "monto": 535500.0,
              "date_to": "2008-05-16",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5707-19-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-12-18",
              "monto": 426763.0,
              "date_to": "2015-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-997-CM15",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-01-02",
              "monto": 2400391.0,
              "date_to": "2019-01-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-2-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-01-03",
              "monto": 566606.0,
              "date_to": "2017-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-32-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-14",
              "monto": 297024.0,
              "date_to": "2025-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-48-TD25",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-06",
              "monto": 2548980.0,
              "date_to": "2012-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-70-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-11-26",
              "monto": 180547.0,
              "date_to": "2019-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-711-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-01-24",
              "monto": 658629.0,
              "date_to": "2020-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-34-CM20",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-07-13",
              "monto": 2276544.0,
              "date_to": "2017-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-20-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-06-07",
              "monto": 1413577.0,
              "date_to": "2017-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-269-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 143,
          "monto_sum": 274127070.0,
          "date_min": "2008-05-28",
          "date_max": "2025-01-15",
          "sample": [
            {
              "date": "2018-04-16",
              "monto": 4380687.0,
              "date_to": "2018-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5198-50-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-12-12",
              "monto": 440131.0,
              "date_to": "2018-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-5344-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-01-24",
              "monto": 422060.0,
              "date_to": "2018-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-155-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-03-23",
              "monto": 580173.0,
              "date_to": "2019-03-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-769-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-08-13",
              "monto": 2249695.0,
              "date_to": "2021-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-744-CM21",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-08-30",
              "monto": 178302.0,
              "date_to": "2018-08-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-3237-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 104,
          "monto_sum": 243438791.0,
          "date_min": "2009-04-15",
          "date_max": "2023-10-12",
          "sample": [
            {
              "date": "2018-01-08",
              "monto": 3221925.0,
              "date_to": "2018-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-15-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-08-11",
              "monto": 902139.0,
              "date_to": "2017-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1657-535-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-10-25",
              "monto": 3148443.0,
              "date_to": "2018-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-544-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-11-25",
              "monto": 330468.0,
              "date_to": "2020-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1657-800-CM20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 36,
          "monto_sum": 180594411.0,
          "date_min": "2015-06-10",
          "date_max": "2023-07-21",
          "sample": [
            {
              "date": "2015-11-30",
              "monto": 820428.0,
              "date_to": "2015-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=856-1329-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-06-04",
              "monto": 4714185.0,
              "date_to": "2019-06-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=856-760-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "734f81c2-91f7-4ce5-aefa-431ef9907952",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE TURISMO"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 130234392.0,
          "date_min": "2016-09-26",
          "date_max": "2021-07-14",
          "sample": [
            {
              "date": "2020-12-15",
              "monto": 678300.0,
              "date_to": "2020-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1898-51-CM20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a534da3f-6822-41f9-922d-0768501d1571",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE IMPUESTOS INTERNOS DIRECCION"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 80929999.0,
          "date_min": "2022-12-22",
          "date_max": "2023-12-06",
          "sample": [
            {
              "date": "2022-12-22",
              "monto": 24999999.0,
              "date_to": "2022-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=972845-21-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1d4b4588-7d85-4a69-b824-ce44a383dccf",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 79412480.0,
          "date_min": "2016-12-07",
          "date_max": "2023-08-07",
          "sample": []
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 100,
          "monto_sum": 76623135.0,
          "date_min": "2008-11-05",
          "date_max": "2025-11-12",
          "sample": [
            {
              "date": "2023-07-27",
              "monto": 1037977.0,
              "date_to": "2023-07-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5956-127-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-11-09",
              "monto": 153914.0,
              "date_to": "2021-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5956-31-AG21",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-04",
              "monto": 497420.0,
              "date_to": "2023-05-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5956-56-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-16",
              "monto": 7142263.0,
              "date_to": "2024-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-1390-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 56,
          "monto_sum": 70916185.0,
          "date_min": "2012-08-14",
          "date_max": "2022-03-21",
          "sample": [
            {
              "date": "2020-12-21",
              "monto": 249995.0,
              "date_to": "2020-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2343-1265-CM20",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-09-27",
              "monto": 1199407.0,
              "date_to": "2018-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2343-1591-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-07-23",
              "monto": 305994.0,
              "date_to": "2018-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2343-1187-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 59188566.0,
          "date_min": "2017-07-03",
          "date_max": "2021-03-05",
          "sample": [
            {
              "date": "2018-12-03",
              "monto": 436222.0,
              "date_to": "2018-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1823-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8ef6fe2-6a5f-4877-bddc-fb435214f40a",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE EDUCACION PARVULARIA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 53868326.0,
          "date_min": "2018-11-19",
          "date_max": "2020-11-27",
          "sample": []
        },
        {
          "other": {
            "id": "68451189-d8f3-42cc-991d-281b57c82520",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabildo"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 48497498.0,
          "date_min": "2017-09-04",
          "date_max": "2022-10-13",
          "sample": [
            {
              "date": "2017-10-04",
              "monto": 800394.0,
              "date_to": "2017-10-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4561-512-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "18d0f66f-d5bc-445f-80c1-4ac917ded526",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COLINA"
          },
          "direction": "in",
          "count": 31,
          "monto_sum": 47317185.0,
          "date_min": "2017-06-13",
          "date_max": "2022-03-31",
          "sample": []
        },
        {
          "other": {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Los Lagos - Sede Coyhaique"
          },
          "direction": "in",
          "count": 55,
          "monto_sum": 45927258.0,
          "date_min": "2008-08-14",
          "date_max": "2025-09-09",
          "sample": [
            {
              "date": "2019-04-01",
              "monto": 381431.0,
              "date_to": "2019-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-613-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-01-28",
              "monto": 269356.0,
              "date_to": "2014-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-128-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-05-10",
              "monto": 353920.0,
              "date_to": "2018-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-873-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "654cb678-9379-4a3e-8365-1ef9d24b3b48",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional del Consumidor - SERNAC"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 41176020.0,
          "date_min": "2015-08-25",
          "date_max": "2020-08-26",
          "sample": []
        },
        {
          "other": {
            "id": "a9ddd94b-2f95-4b5c-9dcd-05acd4f01435",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Movilización Nacional - DGMN"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 40863801.0,
          "date_min": "2015-11-27",
          "date_max": "2017-12-18",
          "sample": []
        },
        {
          "other": {
            "id": "8e646293-3147-4076-b4d1-e035ba6581fc",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 40008938.0,
          "date_min": "2012-09-26",
          "date_max": "2020-04-03",
          "sample": [
            {
              "date": "2017-07-19",
              "monto": 549423.0,
              "date_to": "2017-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4763-313-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-07-28",
              "monto": 904400.0,
              "date_to": "2016-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4763-312-CM16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a267e075-5e19-411e-9de5-0001984a31bc",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 39424282.0,
          "date_min": "2017-04-26",
          "date_max": "2025-08-19",
          "sample": [
            {
              "date": "2019-08-01",
              "monto": 247580.0,
              "date_to": "2019-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2948-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 38299296.0,
          "date_min": "2010-10-19",
          "date_max": "2022-10-13",
          "sample": []
        },
        {
          "other": {
            "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Capacitación y Empleo"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 35869547.0,
          "date_min": "2016-11-21",
          "date_max": "2021-04-22",
          "sample": []
        },
        {
          "other": {
            "id": "e9d69b61-4480-4f63-8fc8-539d2730c4f1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Limache"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 35674171.0,
          "date_min": "2015-11-25",
          "date_max": "2020-06-30",
          "sample": []
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 29,
          "monto_sum": 34936722.0,
          "date_min": "2008-12-19",
          "date_max": "2021-02-12",
          "sample": [
            {
              "date": "2016-04-27",
              "monto": 2213066.0,
              "date_to": "2016-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4853-69-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-11-23",
              "monto": 452765.0,
              "date_to": "2017-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4431-439-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-11-17",
              "monto": 459435.0,
              "date_to": "2016-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "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": 24,
          "monto_sum": 32461271.0,
          "date_min": "2017-08-03",
          "date_max": "2023-07-07",
          "sample": [
            {
              "date": "2018-11-23",
              "monto": 982405.0,
              "date_to": "2018-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5968-83-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-06-19",
              "monto": 1461737.0,
              "date_to": "2019-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5358-116-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 31114613.0,
          "date_min": "2017-10-30",
          "date_max": "2021-04-30",
          "sample": [
            {
              "date": "2018-09-10",
              "monto": 499310.0,
              "date_to": "2018-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-503-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "07c58ae5-2ca4-4d26-aedf-237e4e0ce054",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Huechuraba"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 29090784.0,
          "date_min": "2008-10-09",
          "date_max": "2020-04-15",
          "sample": []
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": 27602210.0,
          "date_min": "2016-07-20",
          "date_max": "2024-12-05",
          "sample": [
            {
              "date": "2024-07-12",
              "monto": 1920636.0,
              "date_to": "2024-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3734-505-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-02",
              "monto": 1966951.0,
              "date_to": "2022-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3734-226-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f39e709-5692-4a13-ab04-3003bea0afdd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO ELECTORAL"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 27382307.0,
          "date_min": "2017-08-25",
          "date_max": "2023-05-30",
          "sample": [
            {
              "date": "2017-12-06",
              "monto": 69738.0,
              "date_to": "2017-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5157-44-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8ef97a97-bf83-42ff-9044-a18293b6a9d0",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION DE FOMENTO DE LA PRODUCCION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 26162155.0,
          "date_min": "2016-09-26",
          "date_max": "2016-12-19",
          "sample": [
            {
              "date": "2016-09-26",
              "monto": 370351.0,
              "date_to": "2016-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1324-230-CM16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 25437082.0,
          "date_min": "2009-12-23",
          "date_max": "2023-12-14",
          "sample": [
            {
              "date": "2015-12-02",
              "monto": 6359062.0,
              "date_to": "2015-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=929-537-CM15",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-06-23",
              "monto": 11245083.0,
              "date_to": "2016-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=929-343-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-09-28",
              "monto": 1541911.0,
              "date_to": "2017-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1199-460-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-10-02",
              "monto": 145834.0,
              "date_to": "2017-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=929-569-CM17",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-11-17",
              "monto": 337990.0,
              "date_to": "2017-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1199-535-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1df1b899-ea91-40f4-aaaa-ff8923d0187e",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO DE REFERENCIA DE SALUD DE MAIPU"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 24394479.0,
          "date_min": "2015-11-13",
          "date_max": "2021-08-13",
          "sample": [
            {
              "date": "2016-08-26",
              "monto": 190602.0,
              "date_to": "2016-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2115-496-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-04-28",
              "monto": 198402.0,
              "date_to": "2016-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2115-169-CM16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 22218551.0,
          "date_min": "2013-05-07",
          "date_max": "2023-12-14",
          "sample": [
            {
              "date": "2016-07-29",
              "monto": 433320.0,
              "date_to": "2016-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-1768-CM16",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-05-19",
              "monto": 357000.0,
              "date_to": "2015-05-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-925-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 20905463.0,
          "date_min": "2009-09-08",
          "date_max": "2022-03-31",
          "sample": [
            {
              "date": "2022-03-31",
              "monto": 872508.0,
              "date_to": "2022-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1778-151-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "effda4f6-6d19-49e4-9165-b6fe47ca6e27",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de O Higgins"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 19613158.0,
          "date_min": "2018-08-06",
          "date_max": "2023-12-15",
          "sample": [
            {
              "date": "2021-12-20",
              "monto": 203168.0,
              "date_to": "2021-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=889473-1786-SE21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 19191356.0,
          "date_min": "2009-09-28",
          "date_max": "2021-07-30",
          "sample": []
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 18810960.0,
          "date_min": "2016-09-26",
          "date_max": "2022-11-30",
          "sample": []
        },
        {
          "other": {
            "id": "18f411fa-e62f-4cf3-8f70-6f013a56371f",
            "kind": "institucion_publica",
            "canonical_name": "Subsecretaría del Deporte"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 17227903.0,
          "date_min": "2017-06-01",
          "date_max": "2017-06-01",
          "sample": []
        },
        {
          "other": {
            "id": "b5f10755-eae1-4f0e-8966-7bd6079592d3",
            "kind": "institucion_publica",
            "canonical_name": "Biblioteca del Congreso Nacional"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 17196704.0,
          "date_min": "2017-02-14",
          "date_max": "2020-04-15",
          "sample": []
        },
        {
          "other": {
            "id": "1ec47aa0-5b18-4133-a9fe-e4d59edee9fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Graneros"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 17095212.0,
          "date_min": "2018-03-05",
          "date_max": "2020-05-29",
          "sample": []
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 16339152.0,
          "date_min": "2010-01-13",
          "date_max": "2019-03-25",
          "sample": [
            {
              "date": "2019-03-25",
              "monto": 444739.0,
              "date_to": "2019-03-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-218-CM19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 16259323.0,
          "date_min": "2008-03-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-07-28",
              "monto": 124750.0,
              "date_to": "2008-07-28",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-1466-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 243000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-421-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "935f2f0c-ef2a-4d98-b431-94b45eb437b4",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ÑUÑOA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 14566343.0,
          "date_min": "2015-10-22",
          "date_max": "2021-12-02",
          "sample": []
        },
        {
          "other": {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALAGANTE"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 14283007.0,
          "date_min": "2009-11-10",
          "date_max": "2022-08-24",
          "sample": [
            {
              "date": "2020-10-14",
              "monto": 2678878.0,
              "date_to": "2020-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-1289-CM20",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-10-22",
              "monto": 472011.0,
              "date_to": "2020-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-1313-CM20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9529ec8e-d66a-448f-8152-81961ec62e12",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quintero"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 13771143.0,
          "date_min": "2017-03-14",
          "date_max": "2019-06-24",
          "sample": [
            {
              "date": "2017-03-14",
              "monto": 876137.0,
              "date_to": "2017-03-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4549-64-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fbee8fa-9375-441d-9980-3797b4158bb5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CANELA"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 13510193.0,
          "date_min": "2017-02-20",
          "date_max": "2022-06-09",
          "sample": [
            {
              "date": "2022-06-09",
              "monto": 518840.0,
              "date_to": "2022-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2288-418-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-02-22",
              "monto": 2288605.0,
              "date_to": "2017-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2288-223-CM17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38e4e62b-a31f-404e-912b-532131f2af08",
            "kind": "institucion_publica",
            "canonical_name": "Universidad Tecnológica Metropolitana"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 13450213.0,
          "date_min": "2017-10-04",
          "date_max": "2021-08-05",
          "sample": [
            {
              "date": "2018-03-09",
              "monto": 3710866.0,
              "date_to": "2018-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-237-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4418c08-26f6-41e2-9288-ffd55dfa3f63",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO ESPEJO"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 13344960.0,
          "date_min": "2010-02-04",
          "date_max": "2019-12-10",
          "sample": []
        },
        {
          "other": {
            "id": "1f644540-cb7f-4a4b-92e5-ded411bba4bf",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Araucanía Norte"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 12747826.0,
          "date_min": "2020-06-25",
          "date_max": "2023-12-13",
          "sample": []
        },
        {
          "other": {
            "id": "f7056d59-59ed-4d1e-9224-b8a3600e2fc1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Cruz"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 12548670.0,
          "date_min": "2015-08-14",
          "date_max": "2022-08-23",
          "sample": [
            {
              "date": "2016-05-18",
              "monto": 270980.0,
              "date_to": "2016-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3864-215-CM16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 11794994.0,
          "date_min": "2015-12-30",
          "date_max": "2016-12-28",
          "sample": []
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 32,
          "monto_sum": 11588642.0,
          "date_min": "2011-07-29",
          "date_max": "2019-12-30",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 220,
        "count": 616,
        "monto_sum": 446116486.0
      }
    }
  },
  "card_updated_at": "2026-07-23T06:38:44.789540+00:00",
  "insights": {
    "stats": {
      "grado": 1962,
      "monto_sum": 3039735000.0,
      "grado_pctl": 0.8801996672212978,
      "monto_pctl": 0.8093178036605657,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-17",
            "monto": 437325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-51-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-03",
            "monto": 637245.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-54-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-08",
            "monto": 624750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5455-19-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-06",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-2688-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-17",
            "monto": 2856000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-226-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-15",
            "monto": 1424430.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1558-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-30",
            "monto": 304640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-6028-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-06",
            "monto": 2548980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-70-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-01-04",
            "monto": 392700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-32-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-09-10",
            "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=5178-4589-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-14",
            "monto": 177012.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5756-954-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-20",
            "monto": 124950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5531-1131-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-01",
            "monto": 719111.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-687-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-21",
            "monto": 2407965.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-745-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-25",
            "monto": 426763.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-928-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-20",
            "monto": 758565.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-372-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-18",
            "monto": 426763.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-997-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-03",
            "monto": 4861150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-905-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-04",
            "monto": 196300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5494-102-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-12",
            "monto": 2649937.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-99-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-11",
            "monto": 4967190.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-97-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-13",
            "monto": 165895.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-147-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-26",
            "monto": 2092781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-174-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-07-20",
            "monto": 991448.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-220-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-07-05",
            "monto": 114089.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-224-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-20",
            "monto": 1159893.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5765-143-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-22",
            "monto": 566606.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-09",
            "monto": 921809.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-21",
            "monto": 390022.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-08",
            "monto": 2943822.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-09",
            "monto": 1001283.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-16",
            "monto": 4959503.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-12-27",
            "monto": 435661.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-12-16",
            "monto": 114019.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-01-13",
            "monto": 957533.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-69-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-01-03",
            "monto": 566606.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-32-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-03-17",
            "monto": 320110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-79-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-04-03",
            "monto": 1332859.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-129-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-04-13",
            "monto": 376513.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-9-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-04-03",
            "monto": 391718.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-410-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-15",
            "monto": 270325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5872-326-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-08",
            "monto": 147109.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-561-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-03",
            "monto": 867658.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5621-306-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-24",
            "monto": 407861.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5521-56-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-22",
            "monto": 183141.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5680-41-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-19",
            "monto": 602499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5434-288-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-31",
            "monto": 296568.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=923842-273-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-06",
            "monto": 186871.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-143-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-06",
            "monto": 1268813.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-729-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-16",
            "monto": 683901.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-289-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-23",
            "monto": 1071112.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=620332-186-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-15",
            "monto": 397314.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5441-436-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-05",
            "monto": 812931.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-723-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-30",
            "monto": 53645.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5613-170-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-29",
            "monto": 379169.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5529-83-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-07",
            "monto": 1413577.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-269-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-23",
            "monto": 506174.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=620332-184-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-07",
            "monto": 325584.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5521-65-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-13",
            "monto": 3800288.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-18-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-05",
            "monto": 424615.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-343-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-24",
            "monto": 6362454.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-24-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-25",
            "monto": 406980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-329-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-24",
            "monto": 3572380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-22-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-24",
            "monto": 5420408.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-23-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-13",
            "monto": 2276544.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-20-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-05",
            "monto": 343581.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=831830-33-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-13",
            "monto": 2137210.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-19-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-28",
            "monto": 440216.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5647-183-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-10",
            "monto": 308174.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-921-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-09",
            "monto": 429590.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-30-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-09",
            "monto": 8706997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-25-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-09",
            "monto": 3390199.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-29-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-29",
            "monto": 6475277.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-391-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-08",
            "monto": 4608031.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-31-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-09",
            "monto": 7127350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-28-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-10-10",
            "monto": 6930655.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2372-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-10-24",
            "monto": 412180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5434-592-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-10-20",
            "monto": 565250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=620332-318-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-11-22",
            "monto": 640993.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-78-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-11-22",
            "monto": 1728534.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-76-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-11-15",
            "monto": 5143775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-1357-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-05",
            "monto": 1344842.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-797-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-12",
            "monto": 165279.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5674-40-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-04",
            "monto": 544448.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-83-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-14",
            "monto": 2319333.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-93-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-06",
            "monto": 3152060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-190-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-14",
            "monto": 600634.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-92-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-01-29",
            "monto": 1368038.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-191-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-01-31",
            "monto": 1150283.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-51-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-01-09",
            "monto": 464635.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-12-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-01-05",
            "monto": 119719.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5868-1-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-04-03",
            "monto": 1941239.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5872-257-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-04-05",
            "monto": 1137283.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-190-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-04-25",
            "monto": 614992.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-194-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-22",
            "monto": 201794.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-171-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-22",
            "monto": 690735.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=559322-135-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-07",
            "monto": 1120042.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=620332-109-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-06-19",
            "monto": 760939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-440-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-07-13",
            "monto": 325584.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-142-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-07-18",
            "monto": 199646.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5872-737-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-07-03",
            "monto": 207560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-493-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-21",
            "monto": 490750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-641-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-21",
            "monto": 796776.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-640-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-31",
            "monto": 169575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-647-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-22",
            "monto": 773262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-391-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-23",
            "monto": 851266.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-315-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-09",
            "monto": 4656868.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-202-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-09-10",
            "monto": 1800389.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5434-509-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-09-27",
            "monto": 9342056.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2397-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-09-25",
            "monto": 3796146.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-620-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-09-27",
            "monto": 2603231.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2361-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-09-25",
            "monto": 1961191.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-621-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-10",
            "monto": 1306106.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2450-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-02",
            "monto": 915705.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-220-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-12",
            "monto": 306937.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2525-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-15",
            "monto": 583338.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-253-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-20",
            "monto": 891965.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-467-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-29",
            "monto": 169575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-820-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-08",
            "monto": 223465.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2686-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-26",
            "monto": 2105556.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-854-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-12-21",
            "monto": 308003.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-875-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-12-20",
            "monto": 127142.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-2995-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-01-02",
            "monto": 2400391.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-2-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-01-15",
            "monto": 2305542.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-12-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-01-30",
            "monto": 1025250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-40-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-02-01",
            "monto": 3503580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-47-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-03-08",
            "monto": 583914.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5522-13-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-04-30",
            "monto": 2399283.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-156-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-05-08",
            "monto": 169558.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-527-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-06-13",
            "monto": 677170.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-196-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-06-07",
            "monto": 8406963.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-326-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-08-19",
            "monto": 3448025.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-502-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-08-21",
            "monto": 644385.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-513-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-09-04",
            "monto": 6831951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-779-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-09-04",
            "monto": 223839.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-544-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-09-25",
            "monto": 169575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-1238-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-01",
            "monto": 2151342.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5767-362-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-01",
            "monto": 816221.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-154-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-18",
            "monto": 419642.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-176-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-11-20",
            "monto": 389457.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=559322-353-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-11-28",
            "monto": 223839.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-712-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-11-26",
            "monto": 180547.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-711-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-17",
            "monto": 35724.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-762-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-03",
            "monto": 3466520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-717-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-19",
            "monto": 1276561.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-147-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-05",
            "monto": 149226.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-738-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-17",
            "monto": 169575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-764-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-01-03",
            "monto": 169598.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=620332-4-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-01-24",
            "monto": 658629.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-34-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-01-03",
            "monto": 254396.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=620332-3-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-01-13",
            "monto": 638280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5670-9-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-10-02",
            "monto": 180880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-2397-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-11-27",
            "monto": 2694208.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-258-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-05-19",
            "monto": 2678041.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-62-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-05-27",
            "monto": 1508087.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5590-121-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 6116575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-86-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 23488681.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5709-106-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 4713811.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-90-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 3966250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-89-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-10",
            "monto": 2062032.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-107-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 17162272.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-88-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 1187025.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-46-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 12681836.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-87-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-13",
            "monto": 446548.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542343-47-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-02",
            "monto": 1938242.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-100-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-05-12",
            "monto": 330820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-92-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-01",
            "monto": 1513442.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1437-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-07",
            "monto": 230384.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5590-265-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-08-17",
            "monto": 821100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-2274-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-05",
            "monto": 295167.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-147-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-19",
            "monto": 1787850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5871-30-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-06",
            "monto": 4641000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-2777-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-06",
            "monto": 565845.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-31-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-27",
            "monto": 142800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5871-7-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-20",
            "monto": 458150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5871-6-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-04-26",
            "monto": 1688848.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-66-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-08",
            "monto": 356821.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-123-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-12",
            "monto": 1831707.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1429-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-27",
            "monto": 1183455.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1093219-20-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-07-24",
            "monto": 760410.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5589-16-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-21",
            "monto": 1544858.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5769-325-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-21",
            "monto": 252399.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=559322-210-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-09",
            "monto": 1874250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-300-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-02",
            "monto": 474810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-3714-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-29",
            "monto": 4414900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-336-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-07",
            "monto": 707931.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5520-552-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-02",
            "monto": 1700153.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-227-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-01",
            "monto": 749700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5588-39-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-24",
            "monto": 1901346.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-4332-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-29",
            "monto": 1.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-127-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-10",
            "monto": 2564499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5896-6-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-17",
            "monto": 1445850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=793-52-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-04",
            "monto": 4999213.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5588-50-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-22",
            "monto": 1113959.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-12-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-22",
            "monto": 940219.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-13-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-18",
            "monto": 3968650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5539-41-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-14",
            "monto": 297024.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-48-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-06",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-95-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-04",
            "monto": 613980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-121-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-17",
            "monto": 468741.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-110-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-01",
            "monto": 1681648.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5585-116-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-16",
            "monto": 535500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5707-19-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b99548e9-2c89-4362-9a08-d38043240688",
            "kind": "empresa",
            "name": "ARTICULOS PUBLICITARIOS LW LIMITADA",
            "role": "ancla"
          },
          {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 356181767.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-24",
            "monto": 289170.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-603-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-28",
            "monto": 148452.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-12448-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-21",
            "monto": 59381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-12997-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 89071.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-13053-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 89071.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-13090-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-05",
            "monto": 59381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-13367-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-18",
            "monto": 59381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-14885-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-21",
            "monto": 117810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-14981-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-17",
            "monto": 189924.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-5330-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-16",
            "monto": 332605.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-5317-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-24",
            "monto": 476000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-575-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-01",
            "monto": 4217612.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-9700-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-17",
            "monto": 867546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-8501-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-14",
            "monto": 259382.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-9269-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-12-20",
            "monto": 674230.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-10635-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-03-28",
            "monto": 1579874.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1910-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-05-27",
            "monto": 221578.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-3769-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-06-01",
            "monto": 3679778.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-3972-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-11-20",
            "monto": 975620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-8776-CM19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-26",
            "monto": 1190000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-4302-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-22",
            "monto": 315707.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-6445-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 243000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-421-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-28",
            "monto": 124750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-1466-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b99548e9-2c89-4362-9a08-d38043240688",
            "kind": "empresa",
            "name": "ARTICULOS PUBLICITARIOS LW LIMITADA",
            "role": "ancla"
          },
          {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "name": "Universidad de la Frontera",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 16259323.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-24",
            "monto": 141610.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2448-120-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-24",
            "monto": 196350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2448-121-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 165000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2448-117-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 119000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2448-118-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-13",
            "monto": 238725.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2447-1292-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-10-18",
            "monto": 550065.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2448-1039-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b99548e9-2c89-4362-9a08-d38043240688",
            "kind": "empresa",
            "name": "ARTICULOS PUBLICITARIOS LW LIMITADA",
            "role": "ancla"
          },
          {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE COQUIMBO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1410750.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 266,
        "monto": 2165987372.0,
        "share": 0.7125579604801077
      },
      "periodo": {
        "desde": "2007-01-24",
        "hasta": "2025-12-01"
      },
      "monto_total": 3039735000.0,
      "n_contratos": 1962,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 459340.0
        },
        {
          "anio": 2008,
          "monto": 16621083.0
        },
        {
          "anio": 2009,
          "monto": 24889390.0
        },
        {
          "anio": 2010,
          "monto": 9781490.0
        },
        {
          "anio": 2011,
          "monto": 12102907.0
        },
        {
          "anio": 2012,
          "monto": 12752450.0
        },
        {
          "anio": 2013,
          "monto": 10887717.0
        },
        {
          "anio": 2014,
          "monto": 16139765.0
        },
        {
          "anio": 2015,
          "monto": 113163971.0
        },
        {
          "anio": 2016,
          "monto": 377112869.0
        },
        {
          "anio": 2017,
          "monto": 648661525.0
        },
        {
          "anio": 2018,
          "monto": 384998359.0
        },
        {
          "anio": 2019,
          "monto": 335798394.0
        },
        {
          "anio": 2020,
          "monto": 344372733.0
        },
        {
          "anio": 2021,
          "monto": 284003778.0
        },
        {
          "anio": 2022,
          "monto": 232574052.0
        },
        {
          "anio": 2023,
          "monto": 148155226.0
        },
        {
          "anio": 2024,
          "monto": 41392044.0
        },
        {
          "anio": 2025,
          "monto": 25340907.0
        }
      ],
      "td_conocidos": 1957,
      "n_contrapartes": 269,
      "n_trato_directo": 375,
      "top_contrapartes": [
        {
          "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
          "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
          "monto": 356181767.0,
          "share": 0.11717526922577133
        },
        {
          "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
          "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
          "monto": 274127070.0,
          "share": 0.09018123948304704
        },
        {
          "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
          "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
          "monto": 243438791.0,
          "share": 0.08008553081107399
        }
      ],
      "pct_trato_directo": 0.19161982626469085
    },
    "senales": [
      "375 de sus 1957 contratos con dato fueron por trato directo (19%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}