{
  "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
  "kind": "empresa",
  "canonical_name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77741502-6"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 946,
      "monto_sum": 1008216677.0,
      "groups": [
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 29541156.0,
          "date_min": "2023-11-22",
          "date_max": "2026-06-12",
          "sample": [
            {
              "date": "2025-10-29",
              "monto": 1428000.0,
              "date_to": "2025-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1340-9018-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a267e075-5e19-411e-9de5-0001984a31bc",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 28209600.0,
          "date_min": "2024-08-08",
          "date_max": "2026-06-15",
          "sample": [
            {
              "date": "2025-07-10",
              "monto": 11150200.0,
              "date_to": "2025-07-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4291-43-LE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 21178250.0,
          "date_min": "2024-11-07",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2025-08-19",
              "monto": 5500000.0,
              "date_to": "2025-08-19",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-56-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-03",
              "monto": 2231250.0,
              "date_to": "2025-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-3-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 19482272.0,
          "date_min": "2023-06-20",
          "date_max": "2026-06-15",
          "sample": [
            {
              "date": "2026-03-16",
              "monto": 916300.0,
              "date_to": "2026-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5525-37-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-22",
              "monto": 416500.0,
              "date_to": "2024-04-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-258-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-30",
              "monto": 654500.0,
              "date_to": "2025-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5441-324-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6fcf3d2a-f21d-4c8d-8566-0a15a437ba19",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Municipal de Desarrollo Social de Colina"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 16497286.0,
          "date_min": "2026-04-17",
          "date_max": "2026-04-17",
          "sample": []
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 14283830.0,
          "date_min": "2024-07-23",
          "date_max": "2025-12-10",
          "sample": []
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 14024057.0,
          "date_min": "2024-05-08",
          "date_max": "2026-07-10",
          "sample": [
            {
              "date": "2026-06-09",
              "monto": 396919.0,
              "date_to": "2026-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2292-6620-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-15",
              "monto": 1594600.0,
              "date_to": "2026-06-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1042-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fed703c9-526c-4031-b13f-c6c39a7bb825",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Metropolitano Occidente"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 13942123.0,
          "date_min": "2025-04-16",
          "date_max": "2026-01-28",
          "sample": [
            {
              "date": "2025-09-15",
              "monto": 449820.0,
              "date_to": "2025-09-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1293138-254-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 12151332.0,
          "date_min": "2024-01-18",
          "date_max": "2025-11-13",
          "sample": [
            {
              "date": "2024-06-19",
              "monto": 357000.0,
              "date_to": "2024-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2445-745-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 11607000.0,
          "date_min": "2025-07-22",
          "date_max": "2025-07-22",
          "sample": [
            {
              "date": "2025-07-22",
              "monto": 5300000.0,
              "date_to": "2025-07-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4629-34-LE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "864a26e5-f4a5-4e8f-b396-e987883f3aa3",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSP C CIS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 11135258.0,
          "date_min": "2024-06-05",
          "date_max": "2025-07-08",
          "sample": []
        },
        {
          "other": {
            "id": "80a4d6c9-51c1-4061-a20f-d806bcc0821b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL M"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 10415572.0,
          "date_min": "2024-09-02",
          "date_max": "2026-06-09",
          "sample": [
            {
              "date": "2026-06-09",
              "monto": 139600.0,
              "date_to": "2026-06-09",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1113159-7-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-19",
              "monto": 447918.0,
              "date_to": "2025-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057384-443-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-25",
              "monto": 357000.0,
              "date_to": "2025-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057774-24-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f607692c-f645-4a6e-8793-16a49562754f",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL DE EDUCACION Y SALUD DE SAN BERNARDO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 10274460.0,
          "date_min": "2024-03-05",
          "date_max": "2026-02-27",
          "sample": []
        },
        {
          "other": {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALAGANTE"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 10146337.0,
          "date_min": "2025-07-02",
          "date_max": "2026-05-18",
          "sample": [
            {
              "date": "2025-07-02",
              "monto": 564962.0,
              "date_to": "2025-07-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-203-L125",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-14",
              "monto": 1878480.0,
              "date_to": "2025-07-14",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-192-L125",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-15",
              "monto": 492660.0,
              "date_to": "2026-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-265-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-18",
              "monto": 1159988.0,
              "date_to": "2026-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-363-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5731abc0-a15b-4ed0-a8e3-7f2f2cfebd84",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL GUILLERMO GRANT BENAVENTE DE CO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 9938248.0,
          "date_min": "2025-04-11",
          "date_max": "2026-04-16",
          "sample": [
            {
              "date": "2025-08-12",
              "monto": 3439800.0,
              "date_to": "2025-08-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4375-87-LE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "64f2b74d-cc11-459d-b017-64ac269dc676",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO METROPOLITANO LA FLORIDA DRA ELOISA DIAZ INSUNZA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 9766687.0,
          "date_min": "2023-05-17",
          "date_max": "2025-07-30",
          "sample": [
            {
              "date": "2025-01-28",
              "monto": 851802.0,
              "date_to": "2025-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=777304-260-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 9700985.0,
          "date_min": "2023-09-28",
          "date_max": "2024-09-05",
          "sample": []
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 9374925.0,
          "date_min": "2025-05-27",
          "date_max": "2025-10-29",
          "sample": []
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 8883411.0,
          "date_min": "2023-05-12",
          "date_max": "2026-07-03",
          "sample": [
            {
              "date": "2024-05-14",
              "monto": 1160125.0,
              "date_to": "2024-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=810406-52-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-03",
              "monto": 3629500.0,
              "date_to": "2026-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-664-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-07",
              "monto": 437610.0,
              "date_to": "2024-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-608-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4224ccfc-56f8-497b-8eda-c932e1a5088b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 8368765.0,
          "date_min": "2024-09-30",
          "date_max": "2026-07-03",
          "sample": [
            {
              "date": "2026-07-03",
              "monto": 207543.0,
              "date_to": "2026-07-03",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4238-37-LE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 8285648.0,
          "date_min": "2023-07-18",
          "date_max": "2026-05-05",
          "sample": []
        },
        {
          "other": {
            "id": "47176ee7-edd4-4327-8be7-e14cf18ffcb2",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACIÓN MUNICIPAL DE EDUCACION, SALUD Y ATENCION AL MENOR DE QUILPUE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 8261485.0,
          "date_min": "2024-05-27",
          "date_max": "2026-03-06",
          "sample": [
            {
              "date": "2024-05-27",
              "monto": 1667071.0,
              "date_to": "2024-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=662900-535-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-06",
              "monto": 313373.0,
              "date_to": "2026-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=557974-35-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 8093205.0,
          "date_min": "2025-05-19",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2026-06-30",
              "monto": 1450000.0,
              "date_to": "2026-06-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-114-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-06",
              "monto": 992955.0,
              "date_to": "2026-07-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-118-L126",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 7969525.0,
          "date_min": "2023-08-22",
          "date_max": "2025-09-01",
          "sample": [
            {
              "date": "2025-09-01",
              "monto": 775799.0,
              "date_to": "2025-09-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3274-189-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a5cd5950-ee2f-41f2-9188-a6bc04a4286b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ATACAMA HOSPITAL DE CHANARAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7800000.0,
          "date_min": "2025-08-08",
          "date_max": "2025-08-08",
          "sample": []
        },
        {
          "other": {
            "id": "3545286f-4e1f-4dd5-ba07-5aa9dfc2c07f",
            "kind": "institucion_publica",
            "canonical_name": "U.de Valparaíso-Dirección Capacit. y Formación Téc"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 7211860.0,
          "date_min": "2023-07-20",
          "date_max": "2026-03-10",
          "sample": [
            {
              "date": "2024-10-21",
              "monto": 411968.0,
              "date_to": "2024-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1075718-136-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "809f146e-3136-44b5-b3cc-c011cb018f92",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 7086252.0,
          "date_min": "2025-07-10",
          "date_max": "2026-06-08",
          "sample": []
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 7077046.0,
          "date_min": "2024-06-14",
          "date_max": "2025-10-22",
          "sample": []
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 7030574.0,
          "date_min": "2024-07-17",
          "date_max": "2024-12-10",
          "sample": []
        },
        {
          "other": {
            "id": "12565859-1aa0-4ebd-8a59-00986ba8a08c",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Maule"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 6996380.0,
          "date_min": "2023-08-09",
          "date_max": "2025-12-02",
          "sample": []
        },
        {
          "other": {
            "id": "a7f8a564-5ae0-4204-93ba-9dfdb0f99811",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RANCAGUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 6767501.0,
          "date_min": "2024-09-23",
          "date_max": "2026-03-31",
          "sample": [
            {
              "date": "2024-09-23",
              "monto": 67502.0,
              "date_to": "2024-09-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2401-835-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 6434055.0,
          "date_min": "2025-07-11",
          "date_max": "2025-10-29",
          "sample": [
            {
              "date": "2025-10-29",
              "monto": 6183870.0,
              "date_to": "2025-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2731-887-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villarrica"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6214425.0,
          "date_min": "2024-06-11",
          "date_max": "2025-06-02",
          "sample": []
        },
        {
          "other": {
            "id": "25ccc3ea-55f7-4486-847a-c75161439aad",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE CONCHALI DE EDUCACION SALUD Y ATENCION DE MENORES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 6177813.0,
          "date_min": "2024-05-22",
          "date_max": "2024-12-27",
          "sample": []
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 6169765.0,
          "date_min": "2023-09-25",
          "date_max": "2026-04-28",
          "sample": []
        },
        {
          "other": {
            "id": "485a4727-806e-4cb4-8f0c-a8443cdbb09a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6009500.0,
          "date_min": "2025-11-05",
          "date_max": "2025-11-05",
          "sample": []
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5950080.0,
          "date_min": "2023-11-08",
          "date_max": "2025-10-28",
          "sample": []
        },
        {
          "other": {
            "id": "0c23e49a-5cc7-4599-88a8-eb4d138d7d0f",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5941908.0,
          "date_min": "2025-10-22",
          "date_max": "2025-10-22",
          "sample": []
        },
        {
          "other": {
            "id": "9c30b666-4971-4c08-bef1-1b8ab2eba05b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO SUR ORIENTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5933689.0,
          "date_min": "2025-04-22",
          "date_max": "2025-08-13",
          "sample": []
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5799703.0,
          "date_min": "2024-07-02",
          "date_max": "2024-07-02",
          "sample": []
        },
        {
          "other": {
            "id": "b4d5fe0d-9fc1-41f9-a6fa-1fa13eb812c5",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD COQUIMBO HOSPITAL LA SERENA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5563250.0,
          "date_min": "2025-02-18",
          "date_max": "2026-06-17",
          "sample": []
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5545166.0,
          "date_min": "2024-08-19",
          "date_max": "2025-04-08",
          "sample": []
        },
        {
          "other": {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VITACURA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5441878.0,
          "date_min": "2024-05-09",
          "date_max": "2025-07-01",
          "sample": [
            {
              "date": "2025-07-01",
              "monto": 2014600.0,
              "date_to": "2025-07-01",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2669-115-L125",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE RENCA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5438597.0,
          "date_min": "2024-05-29",
          "date_max": "2024-07-25",
          "sample": []
        },
        {
          "other": {
            "id": "398ab25d-3d8a-413e-8151-7382c8c7c7a2",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Atacama"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5414500.0,
          "date_min": "2026-05-20",
          "date_max": "2026-05-20",
          "sample": []
        },
        {
          "other": {
            "id": "ad2a93d1-d877-49ef-ad05-ed705e263a6b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Palmilla"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5319533.0,
          "date_min": "2024-08-07",
          "date_max": "2025-08-06",
          "sample": [
            {
              "date": "2025-08-06",
              "monto": 2694913.0,
              "date_to": "2025-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4143-13-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf83d936-1fdd-4b4d-8640-8537526468e7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vicuña"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5128792.0,
          "date_min": "2024-03-26",
          "date_max": "2025-11-18",
          "sample": []
        },
        {
          "other": {
            "id": "265e153f-4ad3-431c-871e-f3fd223c96b3",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE PREVENCION DEL DELITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5038460.0,
          "date_min": "2025-08-12",
          "date_max": "2025-08-12",
          "sample": []
        },
        {
          "other": {
            "id": "a9561cde-14c0-4449-a5cf-b2755d34a3ed",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Psiquiátrico Dr. José Horwitz Barak"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4989824.0,
          "date_min": "2024-06-19",
          "date_max": "2025-08-20",
          "sample": []
        },
        {
          "other": {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Coquimbo"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 4953495.0,
          "date_min": "2025-08-14",
          "date_max": "2026-06-22",
          "sample": [
            {
              "date": "2025-10-10",
              "monto": 169500.0,
              "date_to": "2025-10-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1180825-17-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-14",
              "monto": 505750.0,
              "date_to": "2025-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-23-SE25",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 434,
        "count": 719,
        "monto_sum": 539251214.0
      }
    }
  },
  "card_updated_at": "2026-07-21T09:23:52.481236+00:00",
  "insights": {
    "stats": {
      "grado": 932,
      "monto_sum": 993826165.0,
      "grado_pctl": 0.7707300958044269,
      "monto_pctl": 0.6501486620416254,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-10",
            "monto": 11150200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4291-43-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-08",
            "monto": 1569013.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-1578-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-17",
            "monto": 572152.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-96-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-10",
            "monto": 13268738.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-1199-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-13",
            "monto": 649897.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2635-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-15",
            "monto": 999600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-737-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "a267e075-5e19-411e-9de5-0001984a31bc",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE ANTOFAGASTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 28209600.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-19",
            "monto": 5500000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-56-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-07",
            "monto": 5866700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347870-193-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-03",
            "monto": 2231250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-3-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-01",
            "monto": 6545000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-4060-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20142950.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-22",
            "monto": 5300000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4629-34-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-22",
            "monto": 6307000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4629-419-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "name": "Dirección del Trabajo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11607000.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-19",
            "monto": 447918.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057384-443-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 449998.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1113159-134-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-06",
            "monto": 5081300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057384-733-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-24",
            "monto": 2843862.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057774-21-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-25",
            "monto": 357000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057774-24-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-03",
            "monto": 929770.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057384-852-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-09",
            "monto": 166124.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1113159-31-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-09",
            "monto": 139600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1113159-7-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "80a4d6c9-51c1-4061-a20f-d806bcc0821b",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL M",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10415572.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-14",
            "monto": 1878480.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-192-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-02",
            "monto": 564962.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-203-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-17",
            "monto": 2235391.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-757-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-02",
            "monto": 672304.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-692-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-18",
            "monto": 3142552.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-1265-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 492660.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-265-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-18",
            "monto": 1159988.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-363-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE TALAGANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10146337.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-12",
            "monto": 3439800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4375-87-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-11",
            "monto": 1952049.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-1081-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-22",
            "monto": 1499999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-2015-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-09",
            "monto": 1178100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-3117-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-29",
            "monto": 1428000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-40-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-16",
            "monto": 440300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4375-1026-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "5731abc0-a15b-4ed0-a8e3-7f2f2cfebd84",
            "kind": "institucion_publica",
            "name": "HOSPITAL GUILLERMO GRANT BENAVENTE DE CO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9938248.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2024-09-30",
            "monto": 1359075.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-296-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-25",
            "monto": 2457115.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-345-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-28",
            "monto": 932656.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-215-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-21",
            "monto": 476000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-356-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-20",
            "monto": 404600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-352-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-05",
            "monto": 2284800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-304-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-03",
            "monto": 207543.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4238-37-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-01",
            "monto": 246976.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4238-184-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "4224ccfc-56f8-497b-8eda-c932e1a5088b",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Curanilahue",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8368765.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-05-19",
            "monto": 366787.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-258-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-30",
            "monto": 570346.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-892-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-05",
            "monto": 1806001.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-800-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-30",
            "monto": 1450000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-114-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 992955.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-118-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-30",
            "monto": 1725500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-551-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6911589.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-01",
            "monto": 2014600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2669-115-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-09",
            "monto": 267155.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-259-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-12",
            "monto": 131980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-520-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-16",
            "monto": 630769.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-248-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-01",
            "monto": 2397374.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2669-261-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE VITACURA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5441878.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-10-10",
            "monto": 169500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1180825-17-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-14",
            "monto": 505750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-23-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-10",
            "monto": 201705.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-42-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-13",
            "monto": 3587850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180825-48-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-01",
            "monto": 241170.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-313-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 247520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1395-450-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Coquimbo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4953495.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-25",
            "monto": 1652587.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1815-2-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-12",
            "monto": 948668.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=695-71-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-25",
            "monto": 1966578.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1815-172-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "name": "Servicio Nacional de Menores",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4567833.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-10-02",
            "monto": 240000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2126-99-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-09",
            "monto": 2764615.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1430714-137-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-25",
            "monto": 433160.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1430715-145-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-02",
            "monto": 285600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1430714-249-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-02",
            "monto": 371280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1430715-49-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "d1de50b9-c9c8-417e-a188-8e563b13d92a",
            "kind": "empresa",
            "name": "IMPORTADORA Y COMERCIALIZADORA CHIVENSU SPA",
            "role": "ancla"
          },
          {
            "id": "10de8a03-b88a-4fc2-a203-ca5b89ea8033",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD COQUIMBO HOSPITAL DE COQUIMBO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4094655.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 472,
        "monto": 928053046.0,
        "share": 0.9216182593887979
      },
      "periodo": {
        "desde": "2023-05-02",
        "hasta": "2026-07-27"
      },
      "monto_total": 1006982052.0,
      "n_contratos": 945,
      "serie_anual": [
        {
          "anio": 2023,
          "monto": 86145681.0
        },
        {
          "anio": 2024,
          "monto": 265491403.0
        },
        {
          "anio": 2025,
          "monto": 491869917.0
        },
        {
          "anio": 2026,
          "monto": 163475051.0
        }
      ],
      "td_conocidos": 923,
      "n_contrapartes": 475,
      "n_trato_directo": 467,
      "top_contrapartes": [
        {
          "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
          "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
          "monto": 29541156.0,
          "share": 0.02933632823080346
        },
        {
          "id": "a267e075-5e19-411e-9de5-0001984a31bc",
          "name": "UNIVERSIDAD DE ANTOFAGASTA",
          "monto": 28209600.0,
          "share": 0.028014004762023304
        },
        {
          "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
          "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
          "monto": 21178250.0,
          "share": 0.021031407618375308
        }
      ],
      "pct_trato_directo": 0.5059588299024919
    },
    "senales": [
      "467 de sus 923 contratos con dato fueron por trato directo (51%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}