{
  "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
  "kind": "empresa",
  "canonical_name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "87927900-3"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 673,
      "monto_sum": 52722471767.0,
      "groups": [
        {
          "other": {
            "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 10350262935.0,
          "date_min": "2007-07-06",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 10.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5240-25-LP07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-07-06",
              "date_to": "2007-07-06",
              "monto": 281462400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-33-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-09",
              "date_to": "2007-11-09",
              "monto": 47099999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-112-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-09",
              "date_to": "2007-11-09",
              "monto": 115499999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-113-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-01-23",
              "date_to": "2008-01-23",
              "monto": 45934000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-12-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-20",
              "date_to": "2008-05-20",
              "monto": 74720000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-210-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-01-12",
              "date_to": "2009-01-12",
              "monto": 88720000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-06-11",
              "date_to": "2018-06-11",
              "monto": 452200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1456-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-06-11",
              "date_to": "2018-06-11",
              "monto": 452200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1455-SE18"
            }
          ]
        },
        {
          "other": {
            "id": "f11b0db4-c9ec-4e00-ac34-14afa3e9e779",
            "kind": "institucion_publica",
            "canonical_name": "Gobierno Regional de Aysén"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1715623000.0,
          "date_min": "2023-10-31",
          "date_max": "2024-07-17",
          "sample": []
        },
        {
          "other": {
            "id": "84e263ee-e7a6-462a-bb31-04952e2903f0",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL VII REGION"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1598216509.0,
          "date_min": "2022-11-18",
          "date_max": "2026-03-24",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2026-02-09",
              "date_to": "2026-02-09",
              "monto": 71345695.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1596-13-LP25"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1557674990.0,
          "date_min": "2007-08-28",
          "date_max": "2025-10-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-28",
              "date_to": "2007-08-28",
              "monto": 933555.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=633-914-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-07-30",
              "date_to": "2008-07-30",
              "monto": 165000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=633-11928-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "228339ae-b35c-4d2f-93cb-5ba176b6fb11",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION DE CHINCHORRO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1487159404.0,
          "date_min": "2025-03-12",
          "date_max": "2025-11-21",
          "sample": []
        },
        {
          "other": {
            "id": "36f473bf-5b2f-495c-b6f8-6f0ddd685f69",
            "kind": "institucion_publica",
            "canonical_name": "CENTRAL DE ABASTECIMIENTO DEL SISTEMA NACIONAL DE SERVICIO DE SALUD"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1485063144.0,
          "date_min": "2007-01-26",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2007-04-26",
              "date_to": "2007-04-26",
              "monto": 23787393.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=621-114-LP07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 511200000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=621-331-F207"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-01-26",
              "date_to": "2007-01-26",
              "monto": 582981000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-160-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-04-13",
              "date_to": "2007-04-13",
              "monto": 28306997.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-409-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-25",
              "date_to": "2007-06-25",
              "monto": 304164000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-722-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-07-03",
              "date_to": "2007-07-03",
              "monto": 177244.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-759-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-30",
              "date_to": "2007-11-30",
              "monto": 18717510.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-1210-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1445694726.0,
          "date_min": "2025-10-16",
          "date_max": "2025-10-16",
          "sample": []
        },
        {
          "other": {
            "id": "5eba0fc8-4654-45a4-9cbe-930ca439baae",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Reloncaví"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1353467285.0,
          "date_min": "2007-04-25",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 19327731.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1761-37-LE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-04-25",
              "date_to": "2007-04-25",
              "monto": 22999999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-238-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-12",
              "date_to": "2007-12-12",
              "monto": 529258409.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-786-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-12",
              "date_to": "2007-12-12",
              "monto": 50156200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-787-CA07"
            }
          ]
        },
        {
          "other": {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Coquimbo"
          },
          "direction": "in",
          "count": 60,
          "monto_sum": 1243290482.0,
          "date_min": "2007-05-15",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2007-09-28",
              "date_to": "2007-09-28",
              "monto": 58410000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-229-LP07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2007-05-15",
              "date_to": "2007-05-15",
              "monto": 41243698.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-79-LP07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 95000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-146-CO07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2007-08-14",
              "date_to": "2007-08-14",
              "monto": 34865546.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-167-LP07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-25",
              "date_to": "2025-06-25",
              "monto": 354620000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-13-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-25",
              "date_to": "2007-06-25",
              "monto": 49080000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-537-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-07-20",
              "date_to": "2007-07-20",
              "monto": 113050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-613-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-25",
              "date_to": "2007-10-25",
              "monto": 69507900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-973-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-28",
              "date_to": "2007-11-28",
              "monto": 28119999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1100-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-08",
              "date_to": "2007-11-08",
              "monto": 41489999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1029-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "1dd8f419-fbc3-4492-8500-c9d98c080890",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL REGION METROPOLITANA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 872865000.0,
          "date_min": "2023-01-18",
          "date_max": "2023-08-03",
          "sample": []
        },
        {
          "other": {
            "id": "713e1fda-5178-49c1-ac8a-07fc213f940a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VALDIVIA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 859817463.0,
          "date_min": "2007-12-12",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-12-30",
              "date_to": "2020-12-30",
              "monto": 139944000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057935-117-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-12",
              "date_to": "2007-12-12",
              "monto": 89071500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1769-1335-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-10",
              "date_to": "2008-09-10",
              "monto": 38990000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1769-11821-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "9849c898-66a9-4794-9a7c-580328b58a9d",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 758586570.0,
          "date_min": "2008-02-12",
          "date_max": "2008-04-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-04-07",
              "date_to": "2008-04-07",
              "monto": 412200008.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5327-1-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "12565859-1aa0-4ebd-8a59-00986ba8a08c",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Maule"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 659675258.0,
          "date_min": "2007-10-30",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-30",
              "date_to": "2007-10-30",
              "monto": 21720000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-100-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-30",
              "date_to": "2007-10-30",
              "monto": 21720000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-98-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-30",
              "date_to": "2007-10-30",
              "monto": 21720000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-99-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-28",
              "date_to": "2007-12-28",
              "monto": 34724200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-273-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-01",
              "date_to": "2013-02-01",
              "monto": 19516000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-37-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 616229709.0,
          "date_min": "2007-11-21",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-21",
              "date_to": "2007-11-21",
              "monto": 714000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2983-1017-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-04-10",
              "date_to": "2008-04-10",
              "monto": 33000000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2981-549-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-12",
              "date_to": "2008-05-12",
              "monto": 56500000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3289-174-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-05-29",
              "date_to": "2012-05-29",
              "monto": 85999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5890-183-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "255badad-006c-44ed-99bc-b24e74076bcb",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Magallanes"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 601423260.0,
          "date_min": "2007-12-03",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-03",
              "date_to": "2007-12-03",
              "monto": 169575000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2084-948-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-12",
              "date_to": "2008-05-12",
              "monto": 542640.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5693-47-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-07-12",
              "date_to": "2013-07-12",
              "monto": 108742.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5693-98-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "c71a42db-ca4d-4064-8721-4df538556878",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD AYSEN CARLOS IBANEZ DEL CAMPO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 571418879.0,
          "date_min": "2007-01-31",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-01-31",
              "date_to": "2007-01-31",
              "monto": 27000000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-35-C107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-05-25",
              "date_to": "2007-05-25",
              "monto": 653310.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5242-15-C107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-20",
              "date_to": "2008-03-20",
              "monto": 161163780.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5242-4-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "8c9097b7-3873-4aeb-8f56-d595805cb75e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA SUR"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 516435280.0,
          "date_min": "2007-02-21",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-02-21",
              "date_to": "2007-02-21",
              "monto": 49932400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-187-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-07",
              "date_to": "2007-12-07",
              "monto": 130305000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-1889-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "245fa11f-a574-44e8-b25c-e8edff497fc6",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE SAN PEDRO DE ATACAMA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 507148929.0,
          "date_min": "2008-04-23",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-04-23",
              "date_to": "2008-04-23",
              "monto": 559300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4999-33-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 490177107.0,
          "date_min": "2009-04-06",
          "date_max": "2026-05-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-04-06",
              "date_to": "2009-04-06",
              "monto": 49877107.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2405-31-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 485914240.0,
          "date_min": "2018-12-04",
          "date_max": "2024-09-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-12-04",
              "date_to": "2018-12-04",
              "monto": 53687200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-977-SE18"
            }
          ]
        },
        {
          "other": {
            "id": "a267e075-5e19-411e-9de5-0001984a31bc",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 479570000.0,
          "date_min": "2026-03-16",
          "date_max": "2026-03-16",
          "sample": []
        },
        {
          "other": {
            "id": "1838b41e-2ab7-4889-9fc8-857e932599b4",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Metropolitano Central"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 453435757.0,
          "date_min": "2025-12-17",
          "date_max": "2025-12-17",
          "sample": []
        },
        {
          "other": {
            "id": "10e65516-9721-4cac-8e7d-f80ca0cf8843",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Barbara"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 452200000.0,
          "date_min": "2025-11-28",
          "date_max": "2025-11-28",
          "sample": []
        },
        {
          "other": {
            "id": "797b9d99-245a-4eb7-9b80-54ff1c5486aa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 451990499.0,
          "date_min": "2007-12-05",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-05",
              "date_to": "2007-12-05",
              "monto": 34748000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=652-1576-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 405175469.0,
          "date_min": "2007-10-04",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 99400000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-857-LP07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-04",
              "date_to": "2007-10-04",
              "monto": 118286000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-5757-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-19",
              "date_to": "2007-10-19",
              "monto": 794920.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-6080-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-20",
              "date_to": "2007-12-20",
              "monto": 172550.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-7499-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-08-21",
              "date_to": "2008-08-21",
              "monto": 59476200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-14529-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-09",
              "date_to": "2008-10-09",
              "monto": 975800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-15446-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "9105fd11-1b6c-4b8d-9757-0fd0bbb0ba78",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUTAENDO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 402998659.0,
          "date_min": "2022-12-27",
          "date_max": "2024-06-12",
          "sample": []
        },
        {
          "other": {
            "id": "4a71b337-d111-4778-b065-c248ee5e49d9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabrero"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 398531000.0,
          "date_min": "2024-08-13",
          "date_max": "2024-08-13",
          "sample": []
        },
        {
          "other": {
            "id": "e9d69b61-4480-4f63-8fc8-539d2730c4f1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Limache"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 395080000.0,
          "date_min": "2023-02-08",
          "date_max": "2023-02-08",
          "sample": []
        },
        {
          "other": {
            "id": "7b32ecfa-07a7-4634-b59b-357dc7cb4e81",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL DE TARAPACA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 391140184.0,
          "date_min": "2007-12-31",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-31",
              "date_to": "2007-12-31",
              "monto": 62800000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=768-473-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-12-31",
              "date_to": "2008-12-31",
              "monto": 63600000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=768-11509-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 377388802.0,
          "date_min": "2007-12-28",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-28",
              "date_to": "2007-12-28",
              "monto": 24999999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1583-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-07-01",
              "date_to": "2008-07-01",
              "monto": 24999999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-593-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "168fa63f-95aa-4639-804a-387f2530e425",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA LIGUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 369316446.0,
          "date_min": "2024-07-26",
          "date_max": "2026-01-07",
          "sample": []
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 349203892.0,
          "date_min": "2023-08-10",
          "date_max": "2025-07-29",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-07-28",
              "date_to": "2025-07-28",
              "monto": 77892645.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4856-40-LP25"
            }
          ]
        },
        {
          "other": {
            "id": "03f1bdec-e9af-48ef-8230-cd1fe086dc9d",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud  Concepción"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 340076818.0,
          "date_min": "2025-12-19",
          "date_max": "2025-12-19",
          "sample": []
        },
        {
          "other": {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Puerto Varas"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 338397393.0,
          "date_min": "2007-02-28",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 18487395.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2854-27-LE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-02-28",
              "date_to": "2007-02-28",
              "monto": 22000000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2854-115-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "0e720385-624b-49bb-972b-e1c5f079217b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD LIBERTADOR BDO OHIGGINS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 330966272.0,
          "date_min": "2022-07-25",
          "date_max": "2025-12-17",
          "sample": []
        },
        {
          "other": {
            "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 320229000.0,
          "date_min": "2023-10-24",
          "date_max": "2026-04-27",
          "sample": []
        },
        {
          "other": {
            "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lonquimay"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 318808484.0,
          "date_min": "2008-03-06",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-06",
              "date_to": "2008-03-06",
              "monto": 35500000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4058-7-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "8b7eedc9-b842-4238-83ad-fcd8aa53fe54",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE AUXILIO ESCOLAR Y BECA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 309638000.0,
          "date_min": "2022-12-20",
          "date_max": "2022-12-20",
          "sample": []
        },
        {
          "other": {
            "id": "4e5e1a17-0fe8-444b-a9c5-af6f2122a874",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lumaco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 297769999.0,
          "date_min": "2023-11-10",
          "date_max": "2024-05-08",
          "sample": []
        },
        {
          "other": {
            "id": "9a4c254f-441f-48b6-9142-bbd3c14d5de8",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE PUDAHUEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 296696000.0,
          "date_min": "2024-05-14",
          "date_max": "2026-01-06",
          "sample": []
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 290669860.0,
          "date_min": "2008-10-22",
          "date_max": "2025-08-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-22",
              "date_to": "2008-10-22",
              "monto": 65450.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1970-11088-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 290349587.0,
          "date_min": "2007-03-22",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 1389088.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2482-218-CO07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-03-22",
              "date_to": "2007-03-22",
              "monto": 1653014.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2482-252-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-08",
              "date_to": "2018-08-08",
              "monto": 47005000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2483-222-SE18"
            }
          ]
        },
        {
          "other": {
            "id": "0339cc8e-fb4b-4c61-b3f2-a4fd7d2cb69c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD NUBLE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 278182878.0,
          "date_min": "2007-11-22",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-22",
              "date_to": "2007-11-22",
              "monto": 27965000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2072-70-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "43ddd8b9-8e41-4d23-8ea9-07d13a241c4b",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 270728323.0,
          "date_min": "2007-05-09",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2007-05-09",
              "date_to": "2007-05-09",
              "monto": 100798319.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=29-192-LP07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 4.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=29-345-LP07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-05-15",
              "date_to": "2007-05-15",
              "monto": 119950000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=29-407-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-01",
              "date_to": "2007-08-01",
              "monto": 49980000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=29-655-SE07"
            }
          ]
        },
        {
          "other": {
            "id": "cf03bf9f-aa40-42e0-9b74-b61847589449",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE SERVICIOS PUBLICOS TRASPASADOS DE RANCAGUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 264467221.0,
          "date_min": "2022-12-27",
          "date_max": "2026-07-07",
          "sample": []
        },
        {
          "other": {
            "id": "65b93cb5-30b3-4ac6-ab7a-dde363e7411f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO NORTE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 261315126.0,
          "date_min": "2007-12-28",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-28",
              "date_to": "2007-12-28",
              "monto": 45000000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1963-1089-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 261260930.0,
          "date_min": "2008-11-18",
          "date_max": "2024-10-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-18",
              "date_to": "2008-11-18",
              "monto": 650930.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2734-11255-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "5ae147df-dc19-4130-98c8-73e959ff0d3c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FELIPE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 259182000.0,
          "date_min": "2024-12-06",
          "date_max": "2025-06-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-13",
              "date_to": "2025-06-13",
              "monto": 133042000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2741-83-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 255211374.0,
          "date_min": "2007-03-30",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 17218487.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2446-1056-LP07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 32773109.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2446-302-LP07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-03-30",
              "date_to": "2007-03-30",
              "monto": 38999999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2446-323-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-06",
              "date_to": "2007-11-06",
              "monto": 20489999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2446-1198-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "9d0e8342-4427-4d7d-9c98-deced366e451",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD BIO BIO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 251874939.0,
          "date_min": "2022-11-17",
          "date_max": "2025-12-16",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 210,
        "count": 404,
        "monto_sum": 13384472685.0
      }
    },
    "lobby": {
      "total": 19,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "17e5e8fd-af6b-4a8a-ab5b-a32cb06e1410",
            "kind": "persona",
            "canonical_name": "Gianfranco Bertonati Ruiz"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "2ecbb81a-b08f-482a-b673-6acbfaf9dccc",
            "kind": "persona",
            "canonical_name": "Arturo Escalona"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "4c46407f-18c9-4985-94e0-efeb19042db7",
            "kind": "persona",
            "canonical_name": "Michael Reid Gantz"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "85152228-952d-4fc4-ae59-4b38a195eb15",
            "kind": "persona",
            "canonical_name": "Mario Castex"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "96ab2a05-6019-4e30-97f2-cdf47582d064",
            "kind": "persona",
            "canonical_name": "Diego Aguilera"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "f05413c7-1010-4dc8-a2f3-81df5037e2dd",
            "kind": "persona",
            "canonical_name": "Christian Salas"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "36b51449-b53c-4ce8-b4ec-7ee746032f9d",
            "kind": "persona",
            "canonical_name": "Juan Cristóbal Ortega"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "9c62b28f-66ab-4eb3-bd4f-eb15b2ea0dbb",
            "kind": "persona",
            "canonical_name": "Maria Jose Freitez Castillo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "9d370907-ca06-4740-9572-bbc92821fe90",
            "kind": "persona",
            "canonical_name": "Ignacio Sebastián Vargas Roco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "9f51e6f2-5b1a-46ef-8710-1ed14e96db82",
            "kind": "persona",
            "canonical_name": "Karen Eschmann"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "d297f877-f253-40a4-8178-c47276994f3b",
            "kind": "persona",
            "canonical_name": "Patricio Casas Farías"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "f5c07e3a-74e3-4fe6-b379-46373d61d08f",
            "kind": "persona",
            "canonical_name": "Jorge Bracho"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "ff6fcd10-2c13-4481-913d-358e1464e49d",
            "kind": "persona",
            "canonical_name": "Manuel Villa Rodriguez"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 672,
      "monto_sum": 52628948046.0,
      "grado_pctl": 0.6871880199667221,
      "monto_pctl": 0.9850249584026622,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-06",
            "monto": 281462400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-33-CA07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-09",
            "monto": 47099999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-112-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-09",
            "monto": 115499999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-113-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-23",
            "monto": 45934000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-12-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-20",
            "monto": 74720000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-210-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-12",
            "monto": 88720000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 10.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5240-25-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-06-11",
            "monto": 452200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1456-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-06-11",
            "monto": 452200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1455-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 306901000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-234-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-04",
            "monto": 359998800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-268-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-15",
            "monto": 166600000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-316-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-01",
            "monto": 8734942327.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5240-139-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 38600000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5240-57-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 160000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5240-100-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 88720000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3326-774-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10350262935.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-02-09",
            "monto": 71345695.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1596-13-LP25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-18",
            "monto": 225647565.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-365-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-05",
            "monto": 102382540.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-363-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-08",
            "monto": 179029332.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-440-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-19",
            "monto": 77100000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-146-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-07-05",
            "monto": 383000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-176-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-24",
            "monto": 242760000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-274-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-07",
            "monto": 232050000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-252-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 84901377.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-37-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "84e263ee-e7a6-462a-bb31-04952e2903f0",
            "kind": "institucion_publica",
            "name": "GOBIERNO REGIONAL VII REGION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1598216509.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-26",
            "monto": 582981000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-160-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-13",
            "monto": 28306997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-409-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-25",
            "monto": 304164000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-722-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-03",
            "monto": 177244.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-759-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 18717510.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=621-1210-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-26",
            "monto": 23787393.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=621-114-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 511200000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=621-331-F207",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-08",
            "monto": 15729000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=621-516-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "36f473bf-5b2f-495c-b6f8-6f0ddd685f69",
            "kind": "institucion_publica",
            "name": "CENTRAL DE ABASTECIMIENTO DEL SISTEMA NACIONAL DE SERVICIO DE SALUD",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1485063144.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-25",
            "monto": 22999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-238-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-12",
            "monto": 529258409.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-786-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-12",
            "monto": 50156200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-787-CA07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 19327731.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1761-37-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-15",
            "monto": 505007068.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1761-149-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-16",
            "monto": 226717878.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057536-5050-CC25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "5eba0fc8-4654-45a4-9cbe-930ca439baae",
            "kind": "institucion_publica",
            "name": "Servicio de Salud del Reloncaví",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1353467285.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-25",
            "monto": 354620000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-13-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-25",
            "monto": 49080000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-537-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-20",
            "monto": 113050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-613-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-25",
            "monto": 69507900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-973-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 28119999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1100-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-08",
            "monto": 41489999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1029-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-27",
            "monto": 74599999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1262-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-04",
            "monto": 14280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-11-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-04",
            "monto": 202300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-13-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-14",
            "monto": 1172150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-324-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-15",
            "monto": 41243698.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-79-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 95000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-146-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-14",
            "monto": 34865546.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-167-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-28",
            "monto": 58410000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-229-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-23",
            "monto": 9599998.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-143-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-21",
            "monto": 1216804.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-187-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-09",
            "monto": 4799999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-257-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-18",
            "monto": 5280030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-7-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-10",
            "monto": 5280030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-118-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-31",
            "monto": 2640015.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-150-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-28",
            "monto": 204204.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-145-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-04-05",
            "monto": 19200000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-44-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-04-20",
            "monto": 249582.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-175-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-04-25",
            "monto": 5280030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-178-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-02",
            "monto": 116936.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-237-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-30",
            "monto": 19200000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-414-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-25",
            "monto": 19200000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-545-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-22",
            "monto": 2640015.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-126-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-26",
            "monto": 5883870.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-689-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-20",
            "monto": 264860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-487-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-11",
            "monto": 9600000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-877-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-01-30",
            "monto": 30315788.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-92-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-01-18",
            "monto": 9600000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-59-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-29",
            "monto": 10105262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-173-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-10",
            "monto": 10105262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-323-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-10",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-348-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-04",
            "monto": 10105262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-420-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-09",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-522-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-09",
            "monto": 10105263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-523-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-19",
            "monto": 10105262.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-488-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-09",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-634-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-09",
            "monto": 10105263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-636-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-26",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-794-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-04",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-433-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-04",
            "monto": 10105263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-710-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-04",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-708-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-26",
            "monto": 10105263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-796-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-15",
            "monto": 10105263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-973-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-15",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-975-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-06",
            "monto": 4645161.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1076-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-06",
            "monto": 3422750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-1074-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-11",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-11-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-11",
            "monto": 5052631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-366-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-25",
            "monto": 10105263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-551-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-08",
            "monto": 1955857.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-588-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-14",
            "monto": 95200000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-17-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-08",
            "monto": 23630252.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-280-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 62689075.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-340-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 130000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-365-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 985000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1395-30-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Coquimbo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1243290482.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-12",
            "monto": 89071500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1769-1335-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-10",
            "monto": 38990000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1769-11821-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-12-30",
            "monto": 139944000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057935-117-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-12",
            "monto": 484197257.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057935-79-CC25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 74850000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1769-265-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-10",
            "monto": 32764706.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1769-136-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "713e1fda-5178-49c1-ac8a-07fc213f940a",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD VALDIVIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 859817463.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-07",
            "monto": 412200008.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5327-1-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-12",
            "monto": 346386562.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5327-1-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "9849c898-66a9-4794-9a7c-580328b58a9d",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 758586570.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-30",
            "monto": 21720000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-100-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-30",
            "monto": 21720000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-98-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-30",
            "monto": 21720000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-99-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-28",
            "monto": 34724200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-273-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-01",
            "monto": 19516000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-37-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-17",
            "monto": 572462.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-400-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-18",
            "monto": 508915.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-814-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-05",
            "monto": 197778000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180828-81-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-15",
            "monto": 257479378.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2189-160-CC25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 18252101.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2189-66-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 18252101.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2189-67-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 18252101.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2189-68-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 29180000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2189-103-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "12565859-1aa0-4ebd-8a59-00986ba8a08c",
            "kind": "institucion_publica",
            "name": "Servicio de Salud del Maule",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 659675258.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-21",
            "monto": 714000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2983-1017-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-10",
            "monto": 33000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2981-549-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-12",
            "monto": 56500000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3289-174-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-29",
            "monto": 85999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5890-183-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-01",
            "monto": 180950655.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1101222-2-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-06",
            "monto": 69768368.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1101222-3-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-10",
            "monto": 200000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5890-187-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 605.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2983-98-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-27",
            "monto": 27731092.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2981-55-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-16",
            "monto": 47478990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3289-36-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "name": "POLICIA DE INVESTIGACIONES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 616229709.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-03",
            "monto": 169575000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2084-948-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-12",
            "monto": 542640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5693-47-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-12",
            "monto": 108742.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5693-98-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-12",
            "monto": 288240878.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1080089-9115-CC25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 142500000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2084-116-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 456000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5693-9-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "255badad-006c-44ed-99bc-b24e74076bcb",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Magallanes",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 601423260.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-31",
            "monto": 27000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-35-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-25",
            "monto": 653310.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5242-15-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-20",
            "monto": 161163780.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5242-4-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-21",
            "monto": 4436002.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-774-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-28",
            "monto": 83300000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-1407-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-05",
            "monto": 272271.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-1275-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-28",
            "monto": 150473073.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-1408-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-22",
            "monto": 144120439.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734-1207-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5242-4-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "c71a42db-ca4d-4064-8721-4df538556878",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD AYSEN CARLOS IBANEZ DEL CAMPO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 571418879.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-21",
            "monto": 49932400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-187-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-07",
            "monto": 130305000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-1889-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 20980000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1175-12-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-15",
            "monto": 226717878.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1175-2734-CC25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 88500002.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1175-682-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1cb9619c-f55d-4a3a-b4d5-36db281fd2a6",
            "kind": "empresa",
            "name": "BERTONATI VEHICULOS ESPECIALES LIMITADA",
            "role": "ancla"
          },
          {
            "id": "8c9097b7-3873-4aeb-8f56-d595805cb75e",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ARAUCANIA SUR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 516435280.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 257,
        "monto": 39058369323.0,
        "share": 0.7408296313498598
      },
      "periodo": {
        "desde": "2007-01-02",
        "hasta": "2026-07-07"
      },
      "monto_total": 52722471767.0,
      "n_contratos": 673,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 5585448682.0
        },
        {
          "anio": 2008,
          "monto": 2060939949.0
        },
        {
          "anio": 2009,
          "monto": 146041747.0
        },
        {
          "anio": 2011,
          "monto": 90440.0
        },
        {
          "anio": 2012,
          "monto": 426577.0
        },
        {
          "anio": 2013,
          "monto": 19624742.0
        },
        {
          "anio": 2015,
          "monto": 29676458.0
        },
        {
          "anio": 2016,
          "monto": 9800000.0
        },
        {
          "anio": 2017,
          "monto": 571200.0
        },
        {
          "anio": 2018,
          "monto": 103548200.0
        },
        {
          "anio": 2019,
          "monto": 927541.0
        },
        {
          "anio": 2020,
          "monto": 205491865.0
        },
        {
          "anio": 2021,
          "monto": 245140.0
        },
        {
          "anio": 2022,
          "monto": 2623172144.0
        },
        {
          "anio": 2023,
          "monto": 6841812263.0
        },
        {
          "anio": 2024,
          "monto": 8822174527.0
        },
        {
          "anio": 2025,
          "monto": 20569082487.0
        },
        {
          "anio": 2026,
          "monto": 3092625877.0
        }
      ],
      "td_conocidos": 533,
      "n_contrapartes": 260,
      "n_trato_directo": 139,
      "top_contrapartes": [
        {
          "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
          "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
          "monto": 10350262935.0,
          "share": 0.1963159652442249
        },
        {
          "id": "f11b0db4-c9ec-4e00-ac34-14afa3e9e779",
          "name": "Gobierno Regional de Aysén",
          "monto": 1715623000.0,
          "share": 0.03254064049921577
        },
        {
          "id": "84e263ee-e7a6-462a-bb31-04952e2903f0",
          "name": "GOBIERNO REGIONAL VII REGION",
          "monto": 1598216509.0,
          "share": 0.03031376290669957
        }
      ],
      "pct_trato_directo": 0.2607879924953096
    },
    "senales": [
      "139 de sus 533 contratos con dato fueron por trato directo (26%)"
    ],
    "built_at": "2026-07-09",
    "editorial": [
      "Top 1% por monto en empresas_privado"
    ]
  }
}