{
  "id": "c946f21c-4804-4b65-88f1-aeb3269f3108",
  "kind": "empresa",
  "canonical_name": "IMPRENTA Y COMERCIALIZADORA VALENCIA LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77694916-7"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 1348,
      "monto_sum": 371623218.0,
      "groups": [
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 208,
          "monto_sum": 61237537.0,
          "date_min": "2023-02-28",
          "date_max": "2026-06-19",
          "sample": [
            {
              "date": "2024-08-28",
              "monto": 43446.0,
              "date_to": "2024-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-819-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-28",
              "monto": 43446.0,
              "date_to": "2024-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-816-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-28",
              "monto": 35938.0,
              "date_to": "2023-02-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-92-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-28",
              "monto": 35938.0,
              "date_to": "2023-02-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-89-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-03",
              "monto": 46529.0,
              "date_to": "2026-03-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-122-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-21",
              "monto": 33320.0,
              "date_to": "2023-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-685-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-22",
              "monto": 41650.0,
              "date_to": "2024-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-108-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-21",
              "monto": 33320.0,
              "date_to": "2023-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-689-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-03",
              "monto": 46529.0,
              "date_to": "2026-03-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-100-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-18",
              "monto": 199920.0,
              "date_to": "2024-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-1143-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 64,
          "monto_sum": 32595836.0,
          "date_min": "2023-02-10",
          "date_max": "2026-06-23",
          "sample": [
            {
              "date": "2025-06-17",
              "monto": 1.0,
              "date_to": "2025-06-17",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-24-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-29",
              "monto": 49980.0,
              "date_to": "2026-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-24-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-21",
              "monto": 40460.0,
              "date_to": "2025-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-559-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-01",
              "monto": 212415.0,
              "date_to": "2024-03-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-85-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-04-03",
              "monto": 184450.0,
              "date_to": "2023-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2773-289-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5dcab942-4fc5-4a29-b9f5-a1f81e856e98",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 42,
          "monto_sum": 19399109.0,
          "date_min": "2024-02-01",
          "date_max": "2026-07-15",
          "sample": [
            {
              "date": "2024-04-26",
              "monto": 971278.0,
              "date_to": "2024-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-370-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-08",
              "monto": 122570.0,
              "date_to": "2024-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-905-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-07",
              "monto": 28322.0,
              "date_to": "2025-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-234-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5eb0dcfd-1784-4a03-8b7a-edbda573b46e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE CORONEL"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": 11743237.0,
          "date_min": "2023-07-26",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2025-10-03",
              "monto": 47957.0,
              "date_to": "2025-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-7042-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-18",
              "monto": 154700.0,
              "date_to": "2024-03-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-773-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-26",
              "monto": 35819.0,
              "date_to": "2026-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-788-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 9840359.0,
          "date_min": "2023-07-25",
          "date_max": "2026-06-04",
          "sample": []
        },
        {
          "other": {
            "id": "c612bd61-ad9a-4b29-8a0f-7a87e6d9c76d",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE ANDALIÉN COSTA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 9060790.0,
          "date_min": "2024-03-12",
          "date_max": "2026-06-05",
          "sample": []
        },
        {
          "other": {
            "id": "356aa59e-fa1f-4091-ac38-d8d23b0e9357",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD CONCEPCION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 8924904.0,
          "date_min": "2024-07-24",
          "date_max": "2024-10-25",
          "sample": []
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 8529478.0,
          "date_min": "2023-05-18",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2025-09-01",
              "monto": 299880.0,
              "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=2416-247-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-18",
              "monto": 209440.0,
              "date_to": "2023-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2416-110-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 8112365.0,
          "date_min": "2023-11-28",
          "date_max": "2026-06-18",
          "sample": [
            {
              "date": "2023-11-28",
              "monto": 159460.0,
              "date_to": "2023-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4856-514-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-18",
              "monto": 47838.0,
              "date_to": "2026-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-538-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-28",
              "monto": 56786.0,
              "date_to": "2025-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-593-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "557fda55-0db3-40a9-b272-72111ece96ea",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 6617161.0,
          "date_min": "2023-10-10",
          "date_max": "2026-05-22",
          "sample": []
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 6577533.0,
          "date_min": "2023-08-01",
          "date_max": "2025-11-27",
          "sample": [
            {
              "date": "2025-04-23",
              "monto": 233954.0,
              "date_to": "2025-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-468-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 6127344.0,
          "date_min": "2023-06-02",
          "date_max": "2026-02-09",
          "sample": [
            {
              "date": "2023-06-02",
              "monto": 301950.0,
              "date_to": "2023-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3734-374-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-22",
              "monto": 612850.0,
              "date_to": "2025-01-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3734-42-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9b0a803-02af-461b-beee-fe5997d8b566",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 5819576.0,
          "date_min": "2023-10-16",
          "date_max": "2026-05-29",
          "sample": []
        },
        {
          "other": {
            "id": "2cd01767-21a7-4278-9b40-9ecb108879e5",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 5732241.0,
          "date_min": "2024-05-13",
          "date_max": "2025-12-29",
          "sample": [
            {
              "date": "2024-05-13",
              "monto": 229670.0,
              "date_to": "2024-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2762-492-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": 5462932.0,
          "date_min": "2023-08-01",
          "date_max": "2026-06-23",
          "sample": [
            {
              "date": "2025-03-18",
              "monto": 57358.0,
              "date_to": "2025-03-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-236-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-01",
              "monto": 78540.0,
              "date_to": "2023-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-722-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-13",
              "monto": 33320.0,
              "date_to": "2023-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-1196-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67c97adb-47d3-40fa-8376-60c67c512fc3",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE HUALQUI DEPARTAMENTO DE SALUD"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 5290299.0,
          "date_min": "2023-07-21",
          "date_max": "2026-06-10",
          "sample": [
            {
              "date": "2023-11-28",
              "monto": 466480.0,
              "date_to": "2023-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4454-770-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6015bcd7-aeee-46ba-a2b0-f7c1cc75c6c9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 5248820.0,
          "date_min": "2023-05-10",
          "date_max": "2026-06-18",
          "sample": [
            {
              "date": "2025-11-26",
              "monto": 76683.0,
              "date_to": "2025-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3019-984-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-09",
              "monto": 29155.0,
              "date_to": "2025-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3019-378-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-18",
              "monto": 28536.0,
              "date_to": "2026-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3019-385-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-21",
              "monto": 77350.0,
              "date_to": "2024-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3019-123-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d195f1ba-46d3-4ea7-8026-ed624736512a",
            "kind": "institucion_publica",
            "canonical_name": "DEPARTAMENTO SALUD MUNICIPALIDAD DE QUILLON"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4851601.0,
          "date_min": "2023-05-29",
          "date_max": "2025-04-22",
          "sample": [
            {
              "date": "2025-04-08",
              "monto": 31059.0,
              "date_to": "2025-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5040-51-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "016c2c87-05b9-4304-98f7-911960b07527",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yumbel"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 4761348.0,
          "date_min": "2023-12-15",
          "date_max": "2026-07-03",
          "sample": []
        },
        {
          "other": {
            "id": "bb8c02e9-5f86-4b01-8f9c-9db739c1c47d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 4659163.0,
          "date_min": "2023-11-28",
          "date_max": "2025-12-02",
          "sample": []
        },
        {
          "other": {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4540254.0,
          "date_min": "2023-06-05",
          "date_max": "2024-05-28",
          "sample": []
        },
        {
          "other": {
            "id": "c6858c3b-0168-40b1-a52a-5a1ea079072d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE HUALQUI DEPARTAMENTO DE SALUD"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 4446144.0,
          "date_min": "2023-04-27",
          "date_max": "2025-12-04",
          "sample": [
            {
              "date": "2025-10-03",
              "monto": 127687.0,
              "date_to": "2025-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4457-2414-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 4300503.0,
          "date_min": "2023-05-30",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2024-09-13",
              "monto": 185759.0,
              "date_to": "2024-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2360-736-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1254e990-86a3-4234-a8e5-c5b7f7294501",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Florida"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4166023.0,
          "date_min": "2023-07-25",
          "date_max": "2026-06-09",
          "sample": []
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 3698103.0,
          "date_min": "2023-11-23",
          "date_max": "2026-06-16",
          "sample": []
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3261216.0,
          "date_min": "2024-05-14",
          "date_max": "2025-02-06",
          "sample": []
        },
        {
          "other": {
            "id": "797b9d99-245a-4eb7-9b80-54ff1c5486aa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 3195626.0,
          "date_min": "2023-12-26",
          "date_max": "2025-05-15",
          "sample": [
            {
              "date": "2023-12-26",
              "monto": 440300.0,
              "date_to": "2023-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=652-697-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-15",
              "monto": 389130.0,
              "date_to": "2025-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=652-193-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-25",
              "monto": 118762.0,
              "date_to": "2024-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=652-429-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "03f1bdec-e9af-48ef-8230-cd1fe086dc9d",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud  Concepción"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3164923.0,
          "date_min": "2023-10-17",
          "date_max": "2025-11-19",
          "sample": []
        },
        {
          "other": {
            "id": "4a71b337-d111-4778-b065-c248ee5e49d9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabrero"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 2856800.0,
          "date_min": "2023-11-21",
          "date_max": "2025-11-06",
          "sample": []
        },
        {
          "other": {
            "id": "5a93a5c8-03df-4405-9b44-267c71cf7e39",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PUBLICA ANDALIEN SUR"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 2856749.0,
          "date_min": "2023-11-08",
          "date_max": "2026-06-09",
          "sample": [
            {
              "date": "2023-11-20",
              "monto": 170765.0,
              "date_to": "2023-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1084156-940-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-20",
              "monto": 71995.0,
              "date_to": "2023-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1084156-942-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 2547265.0,
          "date_min": "2023-09-20",
          "date_max": "2026-05-18",
          "sample": [
            {
              "date": "2025-09-03",
              "monto": 27846.0,
              "date_to": "2025-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2132-196-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-22",
              "monto": 28322.0,
              "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=2078-204-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-05",
              "monto": 59738.0,
              "date_to": "2025-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2078-248-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f987f982-3529-49c4-b0e4-9a3110c1e44e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE LEBU"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2444176.0,
          "date_min": "2023-11-02",
          "date_max": "2026-06-05",
          "sample": []
        },
        {
          "other": {
            "id": "79a630b2-83e6-4b57-a77d-241ddd45660a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Juana"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2311575.0,
          "date_min": "2023-11-15",
          "date_max": "2026-02-03",
          "sample": []
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 2149901.0,
          "date_min": "2023-04-20",
          "date_max": "2026-06-09",
          "sample": [
            {
              "date": "2023-12-04",
              "monto": 189448.0,
              "date_to": "2023-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1139-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-25",
              "monto": 164220.0,
              "date_to": "2024-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-843-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-19",
              "monto": 56525.0,
              "date_to": "2024-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-638-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-05",
              "monto": 51122.0,
              "date_to": "2025-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-464-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8637278e-9de3-48a8-9e65-089dd903ee3b",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO DE FORMACIÓN TÉCNICA ESTATAL DE LA REGIÓN DEL BIOBÍO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2106275.0,
          "date_min": "2023-11-08",
          "date_max": "2026-07-03",
          "sample": []
        },
        {
          "other": {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2028234.0,
          "date_min": "2024-02-12",
          "date_max": "2025-08-12",
          "sample": []
        },
        {
          "other": {
            "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1892100.0,
          "date_min": "2023-11-15",
          "date_max": "2023-11-20",
          "sample": []
        },
        {
          "other": {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coelemu"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1827126.0,
          "date_min": "2023-04-27",
          "date_max": "2026-03-23",
          "sample": []
        },
        {
          "other": {
            "id": "e41bf8e5-20ea-406d-a9e0-45fbd8fde9c7",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE C"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1637202.0,
          "date_min": "2024-12-16",
          "date_max": "2025-12-16",
          "sample": []
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1601026.0,
          "date_min": "2025-10-27",
          "date_max": "2025-10-27",
          "sample": []
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1530982.0,
          "date_min": "2023-04-06",
          "date_max": "2024-11-25",
          "sample": [
            {
              "date": "2023-12-06",
              "monto": 44625.0,
              "date_to": "2023-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-2412-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1521415.0,
          "date_min": "2025-11-14",
          "date_max": "2026-03-04",
          "sample": []
        },
        {
          "other": {
            "id": "16ef410a-ddac-41c8-bfb8-f95f37f401a0",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCO HOSPITAL DE ARAUCO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1449657.0,
          "date_min": "2023-06-28",
          "date_max": "2026-07-13",
          "sample": []
        },
        {
          "other": {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1441958.0,
          "date_min": "2023-08-23",
          "date_max": "2025-06-12",
          "sample": []
        },
        {
          "other": {
            "id": "b22b44a1-720f-4d74-bef8-d377c4d90c1f",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Renaico"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1441268.0,
          "date_min": "2023-01-24",
          "date_max": "2024-11-15",
          "sample": [
            {
              "date": "2023-01-24",
              "monto": 217056.0,
              "date_to": "2023-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4513-13-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "562d480a-4be3-4d2f-b1c7-266944a78c56",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN CARLOS"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 1414601.0,
          "date_min": "2023-07-05",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2025-09-01",
              "monto": 179773.0,
              "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=2724-1320-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4270dda7-6c62-4f84-8d98-52fc183adc7b",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION DE ASISTENCIA JUDICIAL DE LA REGION DEL BIO BIO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1410959.0,
          "date_min": "2023-06-14",
          "date_max": "2024-09-12",
          "sample": []
        },
        {
          "other": {
            "id": "36125c77-dbf6-47e5-a6de-a18eb28c5a1b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Penco"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 1392728.0,
          "date_min": "2024-03-28",
          "date_max": "2026-07-06",
          "sample": [
            {
              "date": "2024-04-03",
              "monto": 27965.0,
              "date_to": "2024-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-222-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-08",
              "monto": 98294.0,
              "date_to": "2026-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-249-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e815c0f-cd73-40ba-889b-c27fe5046c2c",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DEL BIOBÍO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1378020.0,
          "date_min": "2025-10-21",
          "date_max": "2025-11-11",
          "sample": []
        },
        {
          "other": {
            "id": "5c8bce1a-08ef-4167-8b12-00c0611b37da",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION SERVICIO DE SALUD TALCAHUANO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1304710.0,
          "date_min": "2024-07-24",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2024-07-24",
              "monto": 53390.0,
              "date_to": "2024-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057541-645-AG24",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 275,
        "count": 518,
        "monto_sum": 69714066.0
      }
    }
  },
  "card_updated_at": "2026-07-21T08:57:45.694513+00:00",
  "insights": {
    "stats": {
      "grado": 1329,
      "monto_sum": 368222914.0,
      "grado_pctl": 0.8334985133795837,
      "monto_pctl": 0.4562272877436406,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-26",
            "monto": 409360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-320-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-17",
            "monto": 1.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-304-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-17",
            "monto": 2852049.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-303-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-17",
            "monto": 1.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2771-24-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-10",
            "monto": 464100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-56-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-21",
            "monto": 228480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2773-221-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-04-03",
            "monto": 184450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2773-289-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-19",
            "monto": 428400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-359-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-05",
            "monto": 170170.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-328-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-17",
            "monto": 315302.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-734-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-29",
            "monto": 499443.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-772-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-16",
            "monto": 1585972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-722-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-02",
            "monto": 680680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-668-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-08",
            "monto": 1499162.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-53-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-01",
            "monto": 212415.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-85-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-01",
            "monto": 279650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-163-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-01",
            "monto": 28560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2773-395-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 299999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-592-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-05",
            "monto": 101208.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2773-841-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-13",
            "monto": 749700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-849-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-04",
            "monto": 214200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-41-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-18",
            "monto": 1649935.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-119-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-04",
            "monto": 163625.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-147-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-24",
            "monto": 679490.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-180-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-12",
            "monto": 843115.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-231-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-25",
            "monto": 505869.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-380-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-23",
            "monto": 942004.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-381-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-10",
            "monto": 449820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-352-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-01",
            "monto": 785400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-404-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-22",
            "monto": 24990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-444-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-26",
            "monto": 392700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-461-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-25",
            "monto": 87108.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-449-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-07",
            "monto": 36890.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-410-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-26",
            "monto": 576555.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2773-933-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-03",
            "monto": 571200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-468-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-03",
            "monto": 332248.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-475-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-05",
            "monto": 92225.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-484-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-22",
            "monto": 314160.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-567-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-21",
            "monto": 40460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-559-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-23",
            "monto": 1170960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-573-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-14",
            "monto": 1008477.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-630-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-17",
            "monto": 797776.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-629-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-26",
            "monto": 267750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-644-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-29",
            "monto": 49980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-24-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-11",
            "monto": 278579.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-45-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-10",
            "monto": 2256240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-44-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-19",
            "monto": 97580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-109-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 664020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-126-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-19",
            "monto": 1184050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-106-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-20",
            "monto": 49980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-112-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-31",
            "monto": 90440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-141-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-23",
            "monto": 97580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-79-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-01",
            "monto": 303450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-142-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-17",
            "monto": 733040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-187-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-08",
            "monto": 248710.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-244-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-28",
            "monto": 1298480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-291-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-25",
            "monto": 52360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-271-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-27",
            "monto": 40460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-290-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-22",
            "monto": 409360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-272-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-03",
            "monto": 97580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-315-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-16",
            "monto": 1060290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-357-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-23",
            "monto": 81158.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-317-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-17",
            "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=2771-359-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-23",
            "monto": 60690.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-371-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c946f21c-4804-4b65-88f1-aeb3269f3108",
            "kind": "empresa",
            "name": "IMPRENTA Y COMERCIALIZADORA VALENCIA LIMITADA",
            "role": "ancla"
          },
          {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE CHIGUAYANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 32595836.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 322,
        "monto": 257210375.0,
        "share": 0.6943321220524978
      },
      "periodo": {
        "desde": "2023-01-24",
        "hasta": "2026-07-15"
      },
      "monto_total": 370442857.0,
      "n_contratos": 1345,
      "serie_anual": [
        {
          "anio": 2023,
          "monto": 85482147.0
        },
        {
          "anio": 2024,
          "monto": 121441203.0
        },
        {
          "anio": 2025,
          "monto": 130082296.0
        },
        {
          "anio": 2026,
          "monto": 33437211.0
        }
      ],
      "td_conocidos": 1344,
      "n_contrapartes": 325,
      "n_trato_directo": 800,
      "top_contrapartes": [
        {
          "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
          "name": "I MUNICIPALIDAD DE LOTA",
          "monto": 61237537.0,
          "share": 0.16530899663156415
        },
        {
          "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
          "name": "I MUNICIPALIDAD DE CHIGUAYANTE",
          "monto": 32595836.0,
          "share": 0.08799153603331593
        },
        {
          "id": "5dcab942-4fc5-4a29-b9f5-a1f81e856e98",
          "name": "Ilustre Municipalidad de Nacimiento",
          "monto": 19399109.0,
          "share": 0.05236734528262209
        }
      ],
      "pct_trato_directo": 0.5952380952380952
    },
    "senales": [
      "800 de sus 1344 contratos con dato fueron por trato directo (60%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}