{
  "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
  "kind": "empresa",
  "canonical_name": "SOCIEDAD COMERCIAL KAWELU SPA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77488507-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 1574,
      "monto_sum": 3680776746.0,
      "groups": [
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 88,
          "monto_sum": 411417398.0,
          "date_min": "2022-05-26",
          "date_max": "2026-07-10",
          "sample": [
            {
              "date": "2025-06-24",
              "monto": 477918.0,
              "date_to": "2025-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-756-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-05-31",
              "monto": 1483468.0,
              "date_to": "2022-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-613-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-09",
              "monto": 1996839.0,
              "date_to": "2025-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-619-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-29",
              "monto": 1283891.0,
              "date_to": "2024-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1170-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-21",
              "monto": 5177549.0,
              "date_to": "2025-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1862-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-02",
              "monto": 856324.0,
              "date_to": "2023-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-467-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-15",
              "monto": 5655751.0,
              "date_to": "2022-09-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1681-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f7056d59-59ed-4d1e-9224-b8a3600e2fc1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Cruz"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 198293469.0,
          "date_min": "2021-12-13",
          "date_max": "2025-10-17",
          "sample": []
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 163544480.0,
          "date_min": "2022-05-06",
          "date_max": "2025-12-17",
          "sample": [
            {
              "date": "2022-05-06",
              "monto": 789599.0,
              "date_to": "2022-05-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-153-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-13",
              "monto": 19997592.0,
              "date_to": "2022-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2753-44-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-14",
              "monto": 5978889.0,
              "date_to": "2025-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2753-31-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-15",
              "monto": 495004.0,
              "date_to": "2024-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-543-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-05",
              "monto": 5063141.0,
              "date_to": "2024-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4259-15-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0b90383b-2406-4d87-a1f0-bad19287e095",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Local de Educación Pública Punilla Cordillera"
          },
          "direction": "in",
          "count": 70,
          "monto_sum": 107390322.0,
          "date_min": "2025-05-05",
          "date_max": "2026-07-13",
          "sample": [
            {
              "date": "2026-06-10",
              "monto": 2021357.0,
              "date_to": "2026-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233616-1058-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-15",
              "monto": 1201709.0,
              "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=1233616-6711-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-29",
              "monto": 398792.0,
              "date_to": "2026-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233616-877-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-28",
              "monto": 1854972.0,
              "date_to": "2026-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233616-560-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-26",
              "monto": 598474.0,
              "date_to": "2026-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233616-995-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7f85eaf7-0a0e-4c2f-b31e-34be524595b9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Collipulli"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 97533513.0,
          "date_min": "2023-08-03",
          "date_max": "2026-06-26",
          "sample": [
            {
              "date": "2025-06-23",
              "monto": 2850896.0,
              "date_to": "2025-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=960858-9-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 85106688.0,
          "date_min": "2022-04-04",
          "date_max": "2026-05-27",
          "sample": [
            {
              "date": "2025-07-17",
              "monto": 5129990.0,
              "date_to": "2025-07-17",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2324-87-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-04",
              "monto": 2995063.0,
              "date_to": "2024-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1933-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-17",
              "monto": 6104688.0,
              "date_to": "2025-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-1020-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-13",
              "monto": 783972.0,
              "date_to": "2023-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-720-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-16",
              "monto": 1166009.0,
              "date_to": "2024-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2001-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05e44912-ee7d-4c1b-9ec9-f3c130de7fe5",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE CHILOÉ"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 76314643.0,
          "date_min": "2025-06-11",
          "date_max": "2025-12-26",
          "sample": [
            {
              "date": "2025-10-09",
              "monto": 8818904.0,
              "date_to": "2025-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1393093-1413-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-27",
              "monto": 2374342.0,
              "date_to": "2025-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1393093-1040-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9b457754-0c9a-4751-adcf-07c735508731",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 65368856.0,
          "date_min": "2023-11-07",
          "date_max": "2026-06-22",
          "sample": [
            {
              "date": "2026-06-22",
              "monto": 16790900.0,
              "date_to": "2026-06-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3489-26-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-20",
              "monto": 2990470.0,
              "date_to": "2025-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-708-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 55837726.0,
          "date_min": "2022-03-21",
          "date_max": "2026-05-29",
          "sample": [
            {
              "date": "2025-06-18",
              "monto": 3148502.0,
              "date_to": "2025-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1197-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-12",
              "monto": 1106224.0,
              "date_to": "2023-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1582-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-13",
              "monto": 845138.0,
              "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=2294-1858-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "016c2c87-05b9-4304-98f7-911960b07527",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yumbel"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 50992333.0,
          "date_min": "2026-07-08",
          "date_max": "2026-07-08",
          "sample": []
        },
        {
          "other": {
            "id": "0e4237ba-ea4e-4617-877e-dc2319fd4d39",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Mulchen"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 49688446.0,
          "date_min": "2022-03-09",
          "date_max": "2025-04-25",
          "sample": [
            {
              "date": "2024-07-25",
              "monto": 1584842.0,
              "date_to": "2024-07-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3604-621-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66c3166c-39c2-4eec-8e5f-bf232e0df49f",
            "kind": "institucion_publica",
            "canonical_name": "DEPARTAMENTO SALUD MUNICIPALIDAD DE QUILLON"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 48716556.0,
          "date_min": "2021-12-22",
          "date_max": "2025-11-13",
          "sample": [
            {
              "date": "2022-11-04",
              "monto": 1283891.0,
              "date_to": "2022-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4364-476-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5ae6bd7e-c99b-4334-86ff-5be1dce3a117",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Local de Educación Pública Magallanes"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 48388829.0,
          "date_min": "2023-11-24",
          "date_max": "2025-12-01",
          "sample": [
            {
              "date": "2025-08-01",
              "monto": 4263930.0,
              "date_to": "2025-08-01",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233613-79-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-05",
              "monto": 1688848.0,
              "date_to": "2024-12-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-1842-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-08",
              "monto": 1493116.0,
              "date_to": "2025-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-486-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1accb97-335b-4f9f-b748-71633f66fe0d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 44361584.0,
          "date_min": "2022-06-28",
          "date_max": "2024-11-18",
          "sample": []
        },
        {
          "other": {
            "id": "a6974307-d604-4556-8f04-7713813251b3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lautaro"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 44095406.0,
          "date_min": "2024-07-09",
          "date_max": "2025-12-05",
          "sample": [
            {
              "date": "2025-07-02",
              "monto": 18859726.0,
              "date_to": "2025-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4179-1325-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d1ee56a-d41c-4fa4-af82-c38d5e53b3c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Sauces"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 41704672.0,
          "date_min": "2022-09-01",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2023-08-11",
              "monto": 1968188.0,
              "date_to": "2023-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3743-331-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-01",
              "monto": 1567049.0,
              "date_to": "2022-09-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3743-389-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-24",
              "monto": 1189904.0,
              "date_to": "2025-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3743-555-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "dd7624ea-2135-4895-bfe2-eab9fdc8363e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Negrete"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 39273382.0,
          "date_min": "2022-12-28",
          "date_max": "2026-05-07",
          "sample": []
        },
        {
          "other": {
            "id": "df8f62c7-209d-4182-99e6-dae7d22ec477",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Barbara"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 38786045.0,
          "date_min": "2022-03-30",
          "date_max": "2025-10-29",
          "sample": [
            {
              "date": "2025-09-09",
              "monto": 7998636.0,
              "date_to": "2025-09-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3976-393-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-20",
              "monto": 1998724.0,
              "date_to": "2025-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3976-472-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 38148686.0,
          "date_min": "2022-05-07",
          "date_max": "2026-05-18",
          "sample": []
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 36779704.0,
          "date_min": "2022-07-20",
          "date_max": "2024-07-18",
          "sample": [
            {
              "date": "2022-07-20",
              "monto": 13867319.0,
              "date_to": "2022-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3736-318-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92720092-5894-46b9-b8b5-b51ff34821eb",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Purén \\ DEPTO.DE SALUD"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 33349601.0,
          "date_min": "2023-08-04",
          "date_max": "2025-12-03",
          "sample": []
        },
        {
          "other": {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE EL QUISCO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 32774358.0,
          "date_min": "2022-08-11",
          "date_max": "2025-04-02",
          "sample": [
            {
              "date": "2024-09-02",
              "monto": 753746.0,
              "date_to": "2024-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3694-352-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 32604434.0,
          "date_min": "2021-12-22",
          "date_max": "2024-12-04",
          "sample": [
            {
              "date": "2022-06-20",
              "monto": 589899.0,
              "date_to": "2022-06-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-362-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a1ccb802-d60e-41b3-9b6b-c42cd3f3cc77",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Vilos"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 32103902.0,
          "date_min": "2023-12-07",
          "date_max": "2026-04-23",
          "sample": []
        },
        {
          "other": {
            "id": "6eea4f44-896e-48d6-9bd8-7a1dd4aebd7b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 31142576.0,
          "date_min": "2022-08-26",
          "date_max": "2025-07-08",
          "sample": [
            {
              "date": "2022-11-25",
              "monto": 1817362.0,
              "date_to": "2022-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-1000-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 28469196.0,
          "date_min": "2022-05-12",
          "date_max": "2025-07-28",
          "sample": []
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 28092170.0,
          "date_min": "2025-06-17",
          "date_max": "2026-06-11",
          "sample": []
        },
        {
          "other": {
            "id": "5ae147df-dc19-4130-98c8-73e959ff0d3c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FELIPE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 27588079.0,
          "date_min": "2022-08-23",
          "date_max": "2024-09-24",
          "sample": []
        },
        {
          "other": {
            "id": "da55793d-f572-44cc-80fb-16963ab47f2f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PÚBLICA DE ATACAMA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 26085596.0,
          "date_min": "2022-11-08",
          "date_max": "2026-05-08",
          "sample": [
            {
              "date": "2022-11-08",
              "monto": 1489166.0,
              "date_to": "2022-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1172445-627-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c612bd61-ad9a-4b29-8a0f-7a87e6d9c76d",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE ANDALIÉN COSTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 24929429.0,
          "date_min": "2026-07-10",
          "date_max": "2026-07-10",
          "sample": []
        },
        {
          "other": {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villarrica"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 24901579.0,
          "date_min": "2022-11-08",
          "date_max": "2026-06-05",
          "sample": []
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 23849254.0,
          "date_min": "2025-07-14",
          "date_max": "2026-05-28",
          "sample": [
            {
              "date": "2026-05-28",
              "monto": 4484277.0,
              "date_to": "2026-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2483-326-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "125d2199-342f-4b59-9db8-de74872ecc0f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE VALDIVIA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 23507923.0,
          "date_min": "2025-05-19",
          "date_max": "2025-12-18",
          "sample": []
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 23506692.0,
          "date_min": "2022-04-04",
          "date_max": "2026-03-09",
          "sample": [
            {
              "date": "2023-09-04",
              "monto": 1231174.0,
              "date_to": "2023-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-1345-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7f9b69f9-962f-4247-b675-74ee18f2d099",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pinto"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 22491738.0,
          "date_min": "2022-09-12",
          "date_max": "2023-10-31",
          "sample": [
            {
              "date": "2023-10-02",
              "monto": 1443589.0,
              "date_to": "2023-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4515-482-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-31",
              "monto": 4934930.0,
              "date_to": "2023-10-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4515-668-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "14841556-ec98-458f-b743-c334e13d58dc",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Cultural de Antofagasta"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 21412979.0,
          "date_min": "2026-06-24",
          "date_max": "2026-06-24",
          "sample": []
        },
        {
          "other": {
            "id": "b0d22c0c-e8e8-4bfb-9ed2-4261761fdf54",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE ESTACION CENTRAL"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 20969146.0,
          "date_min": "2022-04-25",
          "date_max": "2025-06-10",
          "sample": [
            {
              "date": "2022-09-26",
              "monto": 1453381.0,
              "date_to": "2022-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1195999-330-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c607344b-125c-4ad2-8da7-db4c8de58316",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE LAMPA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 20340204.0,
          "date_min": "2023-07-20",
          "date_max": "2026-05-12",
          "sample": [
            {
              "date": "2025-10-27",
              "monto": 374528.0,
              "date_to": "2025-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1271359-958-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-01",
              "monto": 2161551.0,
              "date_to": "2025-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1271359-844-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-16",
              "monto": 223720.0,
              "date_to": "2024-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1271359-53-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 19700192.0,
          "date_min": "2022-04-22",
          "date_max": "2024-07-26",
          "sample": [
            {
              "date": "2023-09-11",
              "monto": 4058852.0,
              "date_to": "2023-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2280-1720-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fb5bc115-fbc9-41bd-94a2-e867cf3a3535",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PUBLICA DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 19640900.0,
          "date_min": "2022-09-01",
          "date_max": "2025-12-15",
          "sample": []
        },
        {
          "other": {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 19211060.0,
          "date_min": "2021-12-30",
          "date_max": "2025-07-21",
          "sample": []
        },
        {
          "other": {
            "id": "aebf509c-f647-42b7-ada2-57e880f80ba3",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LONGAVI"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 19124790.0,
          "date_min": "2022-05-23",
          "date_max": "2025-05-13",
          "sample": [
            {
              "date": "2023-10-17",
              "monto": 184140.0,
              "date_to": "2023-10-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057299-1553-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Los Lagos - Sede Coyhaique"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 17365775.0,
          "date_min": "2024-06-11",
          "date_max": "2025-07-28",
          "sample": [
            {
              "date": "2025-07-25",
              "monto": 1619560.0,
              "date_to": "2025-07-25",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-80-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-11",
              "monto": 955980.0,
              "date_to": "2025-07-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-74-LE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ba175a83-1c89-4803-99de-6aad6d1282f7",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Río Negro"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 16282548.0,
          "date_min": "2023-10-17",
          "date_max": "2025-07-23",
          "sample": [
            {
              "date": "2025-07-23",
              "monto": 5039810.0,
              "date_to": "2025-07-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=602-29-L125",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c495221f-143b-4ef6-be2a-bdc46dec3a36",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilaco"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 16154421.0,
          "date_min": "2022-12-23",
          "date_max": "2025-02-10",
          "sample": []
        },
        {
          "other": {
            "id": "75e1d6e3-9d33-483c-9bf8-94ce176ea498",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD  DE SAGRADA FAMILIA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 16049896.0,
          "date_min": "2022-11-18",
          "date_max": "2025-03-03",
          "sample": []
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 15859832.0,
          "date_min": "2024-11-12",
          "date_max": "2026-07-06",
          "sample": [
            {
              "date": "2024-11-12",
              "monto": 1346949.0,
              "date_to": "2024-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-1004-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ad578906-e053-4724-b90a-584ef4b57999",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUILLOTA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 15853679.0,
          "date_min": "2022-02-21",
          "date_max": "2025-03-24",
          "sample": []
        },
        {
          "other": {
            "id": "c8b24404-1798-4059-8149-9ce54d77d334",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Futrono"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 15445885.0,
          "date_min": "2022-01-25",
          "date_max": "2025-04-28",
          "sample": []
        },
        {
          "other": {
            "id": "1baa9e12-9a5c-4d84-b089-7cba6f7e0f53",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION COSTA ARAUCANIA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 15278251.0,
          "date_min": "2024-05-09",
          "date_max": "2025-11-12",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 408,
        "count": 941,
        "monto_sum": 1254947923.0
      }
    }
  },
  "card_updated_at": "2026-07-21T08:57:45.694513+00:00",
  "insights": {
    "stats": {
      "grado": 1564,
      "monto_sum": 3597380288.0,
      "grado_pctl": 0.8553022794846382,
      "monto_pctl": 0.8338288734720846,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-03",
            "monto": 2771402.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-577-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-17",
            "monto": 5129990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2324-87-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-04-04",
            "monto": 599959.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-544-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-22",
            "monto": 2693791.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1927-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-20",
            "monto": 2593361.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-134-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-28",
            "monto": 922131.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-577-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-24",
            "monto": 317730.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-591-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-19",
            "monto": 592620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-572-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-13",
            "monto": 783972.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-720-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-07-06",
            "monto": 638078.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-811-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-01-25",
            "monto": 990913.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2332-57-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-23",
            "monto": 4725490.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-902-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-27",
            "monto": 1589913.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1348-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-03",
            "monto": 2869494.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1421-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-09",
            "monto": 531930.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1443-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-14",
            "monto": 304616.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1794-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-08",
            "monto": 1754179.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1747-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-04",
            "monto": 2995063.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1933-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-23",
            "monto": 2867638.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2074-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-23",
            "monto": 2894425.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2069-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-16",
            "monto": 4195095.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2006-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-16",
            "monto": 1166009.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-2001-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-04",
            "monto": 2898185.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-284-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-29",
            "monto": 535892.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-768-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-17",
            "monto": 6104688.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-1020-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-22",
            "monto": 1994916.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1315-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-06",
            "monto": 702064.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1418-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-29",
            "monto": 497420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-48-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-02",
            "monto": 5416880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-136-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-31",
            "monto": 1567076.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-266-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-01",
            "monto": 6645614.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-4-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-24",
            "monto": 753258.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-384-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-24",
            "monto": 3852506.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-385-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-27",
            "monto": 9455133.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-564-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-08",
            "monto": 755257.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-429-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 85106688.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2023-11-07",
            "monto": 15057399.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-891-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-08",
            "monto": 8848978.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-100-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-20",
            "monto": 2990470.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-708-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-15",
            "monto": 1699938.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-28-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 19981171.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3489-83-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 16790900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3489-26-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "9b457754-0c9a-4751-adcf-07c735508731",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE NUEVA IMPERIAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 65368856.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-01",
            "monto": 4263930.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233613-79-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-24",
            "monto": 14152599.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-212-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-27",
            "monto": 4151196.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-215-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-24",
            "monto": 3490899.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-209-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-23",
            "monto": 1972544.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-2019-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-05",
            "monto": 1688848.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-1842-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-25",
            "monto": 1328944.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-2011-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-08",
            "monto": 1493116.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-486-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-03",
            "monto": 2381154.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-450-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-01",
            "monto": 13465599.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233613-3761-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "5ae6bd7e-c99b-4334-86ff-5be1dce3a117",
            "kind": "institucion_publica",
            "name": "Servicio Local de Educación Pública Magallanes",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 48388829.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-11",
            "monto": 955980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-74-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-25",
            "monto": 1619560.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-80-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-11",
            "monto": 5192386.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5423-278-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-13",
            "monto": 6295076.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-1680-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-13",
            "monto": 237881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1071775-126-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-28",
            "monto": 1927276.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-759-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-11",
            "monto": 1137616.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-728-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "name": "Universidad de Los Lagos - Sede Coyhaique",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 17365775.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-23",
            "monto": 5039810.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=602-29-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-17",
            "monto": 399840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=602-317-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-13",
            "monto": 4845525.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=602-94-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-23",
            "monto": 5997373.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=602-194-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "ba175a83-1c89-4803-99de-6aad6d1282f7",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Río Negro",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 16282548.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-03",
            "monto": 396174.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1430-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-10",
            "monto": 99990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-125-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-18",
            "monto": 200990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-125-R125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-12",
            "monto": 249900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-2355-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-09",
            "monto": 617611.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-4802-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-06",
            "monto": 211582.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-4796-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-01",
            "monto": 712548.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1733-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-10",
            "monto": 118988.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1885-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-09",
            "monto": 6490141.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-2600-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "name": "Universidad de Talca",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9097924.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-10-02",
            "monto": 2851980.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1736-66-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-02",
            "monto": 3393856.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3707-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-30",
            "monto": 1201876.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-107-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7447712.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2023-04-10",
            "monto": 959616.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3784-218-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-16",
            "monto": 949858.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3785-262-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-11",
            "monto": 1889827.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3785-163-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-11",
            "monto": 1588090.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3785-15-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "8aef0ce8-092e-4dac-b83e-c3774af69bec",
            "kind": "empresa",
            "name": "SOCIEDAD COMERCIAL KAWELU SPA",
            "role": "ancla"
          },
          {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Coelemu",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5387391.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 453,
        "monto": 2907521399.0,
        "share": 0.7899206063393229
      },
      "periodo": {
        "desde": "2021-12-10",
        "hasta": "2026-07-17"
      },
      "monto_total": 3680776746.0,
      "n_contratos": 1574,
      "serie_anual": [
        {
          "anio": 2021,
          "monto": 22371351.0
        },
        {
          "anio": 2022,
          "monto": 664150396.0
        },
        {
          "anio": 2023,
          "monto": 686013060.0
        },
        {
          "anio": 2024,
          "monto": 673869326.0
        },
        {
          "anio": 2025,
          "monto": 1169437793.0
        },
        {
          "anio": 2026,
          "monto": 464934820.0
        }
      ],
      "td_conocidos": 1564,
      "n_contrapartes": 456,
      "n_trato_directo": 932,
      "top_contrapartes": [
        {
          "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
          "name": "I MUNICIPALIDAD DE LOS ANGELES",
          "monto": 411417398.0,
          "share": 0.11177461345546112
        },
        {
          "id": "f7056d59-59ed-4d1e-9224-b8a3600e2fc1",
          "name": "Ilustre Municipalidad de Santa Cruz",
          "monto": 198293469.0,
          "share": 0.053872723798174094
        },
        {
          "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
          "name": "I MUNICIPALIDAD DE ANGOL",
          "monto": 163544480.0,
          "share": 0.04443205640704186
        }
      ],
      "pct_trato_directo": 0.5959079283887468
    },
    "senales": [
      "932 de sus 1564 contratos con dato fueron por trato directo (60%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}