{
  "id": "0881e8eb-224c-480c-9576-3a9e11a593e2",
  "kind": "empresa",
  "canonical_name": "COMERCIAL CARTAGENA LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76878023-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 330,
      "monto_sum": 1264248776.0,
      "groups": [
        {
          "other": {
            "id": "22892d23-1d7c-4098-b543-4425af766d1b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 423805193.0,
          "date_min": "2023-11-13",
          "date_max": "2026-04-15",
          "sample": [
            {
              "date": "2025-08-08",
              "monto": 18068683.0,
              "date_to": "2025-08-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2427-61-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-20",
              "monto": 3992419.0,
              "date_to": "2023-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1913-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-15",
              "monto": 269999999.0,
              "date_to": "2026-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2426-24-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-08",
              "monto": 21501732.0,
              "date_to": "2025-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-839-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-09",
              "monto": 9138657.0,
              "date_to": "2024-09-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1356-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-15",
              "monto": 2231172.0,
              "date_to": "2024-03-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-356-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f42186e2-a6ff-40a7-9daa-e75ff3896d5c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CARTAGENA"
          },
          "direction": "in",
          "count": 39,
          "monto_sum": 292111022.0,
          "date_min": "2019-05-16",
          "date_max": "2026-06-19",
          "sample": [
            {
              "date": "2023-06-02",
              "monto": 2101379.0,
              "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=2698-144-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-26",
              "monto": 3642499.0,
              "date_to": "2023-07-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-192-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-16",
              "monto": 1739780.0,
              "date_to": "2024-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-127-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-01-17",
              "monto": 21992538.0,
              "date_to": "2023-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-7-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-02",
              "monto": 2820720.0,
              "date_to": "2023-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-342-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-06",
              "monto": 398590.0,
              "date_to": "2023-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2694-415-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-06",
              "monto": 1577142.0,
              "date_to": "2024-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2696-91-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-07-17",
              "monto": 630700.0,
              "date_to": "2020-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-234-SE20",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-18",
              "monto": 28999495.0,
              "date_to": "2023-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-364-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-07-29",
              "monto": 1854020.0,
              "date_to": "2020-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2698-247-SE20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6c0a9670-f684-41a4-b846-215f1d4e97ae",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santo Domingo"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 75386970.0,
          "date_min": "2024-03-21",
          "date_max": "2026-06-30",
          "sample": [
            {
              "date": "2025-07-23",
              "monto": 12919681.0,
              "date_to": "2025-07-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3232-31-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-14",
              "monto": 12283184.0,
              "date_to": "2025-07-14",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3232-35-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-28",
              "monto": 735461.0,
              "date_to": "2025-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3244-1973-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-23",
              "monto": 15374420.0,
              "date_to": "2025-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-382-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-10",
              "monto": 9531607.0,
              "date_to": "2024-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-390-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-21",
              "monto": 436596.0,
              "date_to": "2024-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-335-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a35511b8-7cb8-45fa-9faa-167a300e5c2c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de El Tabo"
          },
          "direction": "in",
          "count": 52,
          "monto_sum": 69514463.0,
          "date_min": "2023-08-01",
          "date_max": "2026-02-27",
          "sample": [
            {
              "date": "2023-10-28",
              "monto": 671829.0,
              "date_to": "2023-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-690-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-23",
              "monto": 480480.0,
              "date_to": "2023-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-672-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-21",
              "monto": 939470.0,
              "date_to": "2023-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-851-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-03",
              "monto": 696530.0,
              "date_to": "2025-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-609-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-24",
              "monto": 1.0,
              "date_to": "2025-12-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-668-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-09",
              "monto": 407599.0,
              "date_to": "2023-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-725-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-10",
              "monto": 28809.0,
              "date_to": "2023-11-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-732-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-02-25",
              "monto": 4421629.0,
              "date_to": "2025-02-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-97-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-27",
              "monto": 1540803.0,
              "date_to": "2026-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-83-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-09",
              "monto": 706649.0,
              "date_to": "2023-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1048-724-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 58153734.0,
          "date_min": "2023-08-07",
          "date_max": "2026-07-07",
          "sample": [
            {
              "date": "2026-04-10",
              "monto": 1633215.0,
              "date_to": "2026-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-125-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-09",
              "monto": 2147720.0,
              "date_to": "2026-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2757-66-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-02",
              "monto": 1204879.0,
              "date_to": "2023-11-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-647-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-14",
              "monto": 3111725.0,
              "date_to": "2025-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-423-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE EL QUISCO"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 32232453.0,
          "date_min": "2024-05-15",
          "date_max": "2026-05-12",
          "sample": [
            {
              "date": "2024-12-06",
              "monto": 1367062.0,
              "date_to": "2024-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3684-185-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-17",
              "monto": 1321067.0,
              "date_to": "2026-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3692-92-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-23",
              "monto": 1117724.0,
              "date_to": "2024-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3692-556-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-23",
              "monto": 169782.0,
              "date_to": "2025-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3692-495-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-27",
              "monto": 3201153.0,
              "date_to": "2026-03-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3694-73-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-02",
              "monto": 1490898.0,
              "date_to": "2025-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3694-283-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8fa52a9f-4423-42d6-87d9-a176997ac9c3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Algarrobo"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 31744780.0,
          "date_min": "2023-07-24",
          "date_max": "2026-02-17",
          "sample": [
            {
              "date": "2025-09-09",
              "monto": 212022.0,
              "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=377-432-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-17",
              "monto": 1909319.0,
              "date_to": "2026-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=377-75-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a897c34a-ba55-4b00-b976-401ef4e4a936",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 30154197.0,
          "date_min": "2023-07-18",
          "date_max": "2026-06-18",
          "sample": [
            {
              "date": "2025-10-21",
              "monto": 1249920.0,
              "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=3536-183-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-18",
              "monto": 674926.0,
              "date_to": "2023-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3536-134-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-07",
              "monto": 598290.0,
              "date_to": "2024-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3536-59-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-27",
              "monto": 492076.0,
              "date_to": "2024-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3536-92-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-21",
              "monto": 1217838.0,
              "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=3536-177-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-02",
              "monto": 3869869.0,
              "date_to": "2026-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3536-32-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "300f0c39-7168-4d6d-a595-ac2f18926fcc",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 23182633.0,
          "date_min": "2023-08-01",
          "date_max": "2026-04-30",
          "sample": [
            {
              "date": "2026-03-11",
              "monto": 1028321.0,
              "date_to": "2026-03-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079516-219-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-23",
              "monto": 7526237.0,
              "date_to": "2025-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079516-1263-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-30",
              "monto": 2628491.0,
              "date_to": "2026-04-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079516-355-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-16",
              "monto": 1352456.0,
              "date_to": "2024-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4077-74-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-17",
              "monto": 577971.0,
              "date_to": "2023-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079516-862-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 19799655.0,
          "date_min": "2023-09-05",
          "date_max": "2026-03-10",
          "sample": [
            {
              "date": "2024-01-16",
              "monto": 8117621.0,
              "date_to": "2024-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-47-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-07",
              "monto": 3753652.0,
              "date_to": "2024-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-822-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fc077109-b6a7-4d10-81fd-7de8af1b48eb",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 14568921.0,
          "date_min": "2023-10-17",
          "date_max": "2026-05-20",
          "sample": [
            {
              "date": "2024-08-08",
              "monto": 1432457.0,
              "date_to": "2024-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3280-210-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-20",
              "monto": 1334274.0,
              "date_to": "2026-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3280-145-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a25bcedd-b24f-4dcf-aba7-244ccc6d67c3",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL VINA DEL MAR PARA EL DESARROLLO SOCIAL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 14483112.0,
          "date_min": "2025-10-28",
          "date_max": "2026-04-17",
          "sample": []
        },
        {
          "other": {
            "id": "92729df9-8f57-489e-84da-c91a80948a27",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 12207403.0,
          "date_min": "2024-01-02",
          "date_max": "2026-04-27",
          "sample": [
            {
              "date": "2024-07-15",
              "monto": 838692.0,
              "date_to": "2024-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-510-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-24",
              "monto": 778959.0,
              "date_to": "2024-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-729-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-01-02",
              "monto": 4813728.0,
              "date_to": "2024-01-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1168-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-08",
              "monto": 685779.0,
              "date_to": "2024-07-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-502-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "243a3878-7e4d-4701-8e64-a6e0a6243585",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE CASABLANCA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 10991856.0,
          "date_min": "2024-01-04",
          "date_max": "2025-12-05",
          "sample": [
            {
              "date": "2024-01-04",
              "monto": 689631.0,
              "date_to": "2024-01-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1171085-74-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1880769c-fe8a-4dcb-914a-7c5df5194864",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 10663302.0,
          "date_min": "2024-10-15",
          "date_max": "2024-12-30",
          "sample": [
            {
              "date": "2024-12-16",
              "monto": 63767.0,
              "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=1953-2794-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-14",
              "monto": 2701685.0,
              "date_to": "2024-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1953-2522-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 10055745.0,
          "date_min": "2024-04-04",
          "date_max": "2025-11-06",
          "sample": [
            {
              "date": "2024-08-27",
              "monto": 838935.0,
              "date_to": "2024-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1943-546-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-11",
              "monto": 2759324.0,
              "date_to": "2025-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1943-422-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 8252228.0,
          "date_min": "2025-08-27",
          "date_max": "2025-08-27",
          "sample": [
            {
              "date": "2025-08-27",
              "monto": 3768141.0,
              "date_to": "2025-08-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1191688-49-LP25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-27",
              "monto": 4484087.0,
              "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=1191688-129-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8558bd78-92c7-4a3e-8fa8-245fa7b11b0c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 7717876.0,
          "date_min": "2023-08-01",
          "date_max": "2024-10-18",
          "sample": [
            {
              "date": "2023-08-01",
              "monto": 1160597.0,
              "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=3217-120-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-14",
              "monto": 926889.0,
              "date_to": "2024-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=529318-59-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-22",
              "monto": 1035447.0,
              "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=3217-47-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-18",
              "monto": 1869021.0,
              "date_to": "2024-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3781-281-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c82c20a-cb6e-4667-be77-7a44a3d1344f",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 7351987.0,
          "date_min": "2024-07-15",
          "date_max": "2026-06-05",
          "sample": [
            {
              "date": "2026-03-05",
              "monto": 2070389.0,
              "date_to": "2026-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3132-122-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-21",
              "monto": 533684.0,
              "date_to": "2024-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3132-305-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5917fa0e-92f0-4d13-a972-45da63295ebd",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5861761.0,
          "date_min": "2024-04-08",
          "date_max": "2025-08-28",
          "sample": [
            {
              "date": "2024-04-08",
              "monto": 778492.0,
              "date_to": "2024-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3117-446-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "485a4727-806e-4cb4-8f0c-a8443cdbb09a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5704335.0,
          "date_min": "2024-06-07",
          "date_max": "2024-06-07",
          "sample": []
        },
        {
          "other": {
            "id": "3545286f-4e1f-4dd5-ba07-5aa9dfc2c07f",
            "kind": "institucion_publica",
            "canonical_name": "U.de Valparaíso-Dirección Capacit. y Formación Téc"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5159801.0,
          "date_min": "2023-08-22",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2024-06-11",
              "monto": 307099.0,
              "date_to": "2024-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=859378-370-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-28",
              "monto": 474633.0,
              "date_to": "2024-06-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=859378-425-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d4e6490-56ce-4659-b9e5-383cff43e254",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4492104.0,
          "date_min": "2024-07-31",
          "date_max": "2026-04-01",
          "sample": [
            {
              "date": "2024-10-04",
              "monto": 1299683.0,
              "date_to": "2024-10-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-941-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-01",
              "monto": 1262996.0,
              "date_to": "2026-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-217-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d4f70440-912d-4233-9f8e-3fd831b3094b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUILLOTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4071004.0,
          "date_min": "2024-08-13",
          "date_max": "2024-08-13",
          "sample": []
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3997352.0,
          "date_min": "2025-05-12",
          "date_max": "2025-05-12",
          "sample": []
        },
        {
          "other": {
            "id": "7ccf9085-f5b8-4c0d-bfd0-649982b5c256",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3992616.0,
          "date_min": "2024-10-25",
          "date_max": "2024-10-25",
          "sample": []
        },
        {
          "other": {
            "id": "f00b6309-d428-4bf7-ac8a-74360d830236",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3868008.0,
          "date_min": "2024-08-27",
          "date_max": "2026-02-10",
          "sample": [
            {
              "date": "2026-02-10",
              "monto": 1746735.0,
              "date_to": "2026-02-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=898-529-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-11",
              "monto": 365645.0,
              "date_to": "2024-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=898-3080-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "505f08fd-a034-44b1-9252-682928c02e3e",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3777597.0,
          "date_min": "2023-10-16",
          "date_max": "2023-10-16",
          "sample": []
        },
        {
          "other": {
            "id": "43806687-c500-42ff-b8f4-a4d38aebdd30",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3695950.0,
          "date_min": "2026-07-07",
          "date_max": "2026-07-07",
          "sample": [
            {
              "date": "2026-07-07",
              "monto": 3695950.0,
              "date_to": "2026-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=685103-44-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1d4b4588-7d85-4a69-b824-ce44a383dccf",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3386096.0,
          "date_min": "2025-08-25",
          "date_max": "2025-08-25",
          "sample": [
            {
              "date": "2025-08-25",
              "monto": 3386096.0,
              "date_to": "2025-08-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3416-403-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bd0b9bec-19f9-491a-bc1e-4de72c5dec29",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO HIDROGRAFICO Y OCEANOGRAFICO DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3317707.0,
          "date_min": "2024-08-30",
          "date_max": "2024-10-07",
          "sample": []
        },
        {
          "other": {
            "id": "4dc81e0e-c2e2-48d1-8d9c-216e7bea512c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3246265.0,
          "date_min": "2024-10-11",
          "date_max": "2025-11-03",
          "sample": []
        },
        {
          "other": {
            "id": "be73b768-f63e-4726-85e6-27d841c0ddac",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3143204.0,
          "date_min": "2023-08-22",
          "date_max": "2023-09-01",
          "sample": [
            {
              "date": "2023-08-22",
              "monto": 2098224.0,
              "date_to": "2023-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1173466-29-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fe661278-9ca3-4c47-b674-52b6a001d045",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2942516.0,
          "date_min": "2024-07-30",
          "date_max": "2024-10-11",
          "sample": [
            {
              "date": "2024-07-30",
              "monto": 1309451.0,
              "date_to": "2024-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-715-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "07673d34-9f05-427c-b83b-c20b3e2065b4",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2762311.0,
          "date_min": "2025-11-19",
          "date_max": "2025-11-19",
          "sample": []
        },
        {
          "other": {
            "id": "47176ee7-edd4-4327-8be7-e14cf18ffcb2",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACIÓN MUNICIPAL DE EDUCACION, SALUD Y ATENCION AL MENOR DE QUILPUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2741723.0,
          "date_min": "2024-09-23",
          "date_max": "2025-10-14",
          "sample": [
            {
              "date": "2025-10-14",
              "monto": 1505950.0,
              "date_to": "2025-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=557974-562-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c056a83a-518d-458e-9904-424eac3c4979",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE JUAN FERNANDEZ"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2723992.0,
          "date_min": "2025-10-27",
          "date_max": "2026-07-09",
          "sample": []
        },
        {
          "other": {
            "id": "9e510bd2-5361-4484-9bc1-e89919368aa6",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE MARIA PINTO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2532387.0,
          "date_min": "2025-08-18",
          "date_max": "2025-08-18",
          "sample": []
        },
        {
          "other": {
            "id": "f8b058b7-1091-4979-a994-be0982f2f5ae",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2378168.0,
          "date_min": "2024-05-27",
          "date_max": "2024-05-27",
          "sample": [
            {
              "date": "2024-05-27",
              "monto": 2378168.0,
              "date_to": "2024-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3530-80-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3191d39f-c0ce-485d-ad15-7147fafa14c3",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE LA CRUZ"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2277863.0,
          "date_min": "2026-02-16",
          "date_max": "2026-05-05",
          "sample": [
            {
              "date": "2026-02-16",
              "monto": 711992.0,
              "date_to": "2026-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3035-78-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "54fca7fc-252c-450e-b395-b81742d46898",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2202516.0,
          "date_min": "2024-02-27",
          "date_max": "2024-07-29",
          "sample": [
            {
              "date": "2024-07-29",
              "monto": 981295.0,
              "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=900-887-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b78a66d3-cfd1-416f-bae4-0c38857246a6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2179932.0,
          "date_min": "2024-04-29",
          "date_max": "2024-04-29",
          "sample": []
        },
        {
          "other": {
            "id": "9f90a8b0-f360-4096-ad12-dfeb2ddb8838",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2079967.0,
          "date_min": "2024-09-06",
          "date_max": "2024-11-26",
          "sample": [
            {
              "date": "2024-09-06",
              "monto": 1497526.0,
              "date_to": "2024-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-1024-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2044452.0,
          "date_min": "2024-05-09",
          "date_max": "2026-05-29",
          "sample": [
            {
              "date": "2024-05-09",
              "monto": 1542219.0,
              "date_to": "2024-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5198-50-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a28198e-c097-435f-9454-8267cecc7da4",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1985329.0,
          "date_min": "2024-10-01",
          "date_max": "2024-10-01",
          "sample": [
            {
              "date": "2024-10-01",
              "monto": 1985329.0,
              "date_to": "2024-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3228-91-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e2d7c972-baa1-494f-87f6-2a6b321697fe",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE CONCON"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1899616.0,
          "date_min": "2024-10-28",
          "date_max": "2025-11-10",
          "sample": [
            {
              "date": "2024-10-28",
              "monto": 940534.0,
              "date_to": "2024-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2594-1347-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1813520.0,
          "date_min": "2024-07-30",
          "date_max": "2024-07-30",
          "sample": [
            {
              "date": "2024-07-30",
              "monto": 1813520.0,
              "date_to": "2024-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2583-941-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1e1020b-f233-42ce-813c-7bde2b8781ba",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1707339.0,
          "date_min": "2026-03-06",
          "date_max": "2026-03-06",
          "sample": []
        },
        {
          "other": {
            "id": "4d7494c8-ab9c-42d2-a0b4-e625cb7824fa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VINA DEL MAR QUILLOTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1690636.0,
          "date_min": "2025-11-14",
          "date_max": "2025-11-14",
          "sample": []
        },
        {
          "other": {
            "id": "7185c95a-bb5b-40a6-821f-921b91e77c03",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1616029.0,
          "date_min": "2024-10-10",
          "date_max": "2024-10-10",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 19,
        "count": 23,
        "monto_sum": 16579150.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 326,
      "monto_sum": 1257391717.0,
      "grado_pctl": 0.5237936772046589,
      "monto_pctl": 0.6805324459234608,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-08",
            "monto": 18068683.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2427-61-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-13",
            "monto": 2789840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1717-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-20",
            "monto": 3992419.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1913-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-15",
            "monto": 2231172.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-356-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-02",
            "monto": 744571.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-434-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-19",
            "monto": 1538717.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-503-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-31",
            "monto": 1947940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-737-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-23",
            "monto": 3412722.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-690-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-10",
            "monto": 876707.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-782-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-09",
            "monto": 8248653.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-956-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-27",
            "monto": 17799969.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1264-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-02",
            "monto": 870999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1083-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-08",
            "monto": 1407540.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1124-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-09",
            "monto": 9138657.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1356-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-13",
            "monto": 4072105.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-865-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-08",
            "monto": 21501732.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-839-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-30",
            "monto": 49999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-251-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-11",
            "monto": 4591456.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-171-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-03",
            "monto": 571313.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-146-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 269999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2426-24-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "0881e8eb-224c-480c-9576-3a9e11a593e2",
            "kind": "empresa",
            "name": "COMERCIAL CARTAGENA LIMITADA",
            "role": "ancla"
          },
          {
            "id": "22892d23-1d7c-4098-b543-4425af766d1b",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 423805193.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-23",
            "monto": 12919681.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3232-31-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-14",
            "monto": 12283184.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3232-35-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-21",
            "monto": 436596.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-335-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-10",
            "monto": 9531607.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-390-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-30",
            "monto": 1304286.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3244-404-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-29",
            "monto": 617023.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3245-333-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-28",
            "monto": 513481.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3244-512-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-23",
            "monto": 764991.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-753-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-20",
            "monto": 3115311.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-1103-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-23",
            "monto": 15374420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-382-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-14",
            "monto": 14616988.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-364-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-28",
            "monto": 735461.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3244-1973-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-30",
            "monto": 1401829.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-431-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-30",
            "monto": 1772112.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-430-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "0881e8eb-224c-480c-9576-3a9e11a593e2",
            "kind": "empresa",
            "name": "COMERCIAL CARTAGENA LIMITADA",
            "role": "ancla"
          },
          {
            "id": "6c0a9670-f684-41a4-b846-215f1d4e97ae",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Santo Domingo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 75386970.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-27",
            "monto": 3768141.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1191688-49-LP25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-27",
            "monto": 4484087.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191688-129-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "0881e8eb-224c-480c-9576-3a9e11a593e2",
            "kind": "empresa",
            "name": "COMERCIAL CARTAGENA LIMITADA",
            "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": 8252228.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 66,
        "monto": 472945591.0,
        "share": 0.3740921881659785
      },
      "periodo": {
        "desde": "2019-05-16",
        "hasta": "2026-07-09"
      },
      "monto_total": 1264248776.0,
      "n_contratos": 330,
      "serie_anual": [
        {
          "anio": 2019,
          "monto": 248999.0
        },
        {
          "anio": 2020,
          "monto": 4460120.0
        },
        {
          "anio": 2022,
          "monto": 55660134.0
        },
        {
          "anio": 2023,
          "monto": 179207736.0
        },
        {
          "anio": 2024,
          "monto": 347449498.0
        },
        {
          "anio": 2025,
          "monto": 228330909.0
        },
        {
          "anio": 2026,
          "monto": 448891380.0
        }
      ],
      "td_conocidos": 326,
      "n_contrapartes": 69,
      "n_trato_directo": 112,
      "top_contrapartes": [
        {
          "id": "22892d23-1d7c-4098-b543-4425af766d1b",
          "name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO",
          "monto": 423805193.0,
          "share": 0.3352229411215186
        },
        {
          "id": "f42186e2-a6ff-40a7-9daa-e75ff3896d5c",
          "name": "I MUNICIPALIDAD DE CARTAGENA",
          "monto": 292111022.0,
          "share": 0.23105501665915792
        },
        {
          "id": "6c0a9670-f684-41a4-b846-215f1d4e97ae",
          "name": "Ilustre Municipalidad de Santo Domingo",
          "monto": 75386970.0,
          "share": 0.059629854053344956
        }
      ],
      "pct_trato_directo": 0.34355828220858897
    },
    "senales": [
      "112 de sus 326 contratos con dato fueron por trato directo (34%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}