{
  "id": "0a7a8530-c3b8-4898-8b6e-9943cac2cd39",
  "kind": "empresa",
  "canonical_name": "SEBASTIAN  VARAS   GUZMAN VENTA Y COMERCIALIZACIÓN DE ARTÍCULOS, PRODUCTOS Y SERVICIOS PARA CONSTRUCCIÓN  EMPRESA INDIVIDUAL DE RESPONSABILIDAD LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77786549-8"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 100,
      "monto_sum": 452492815.0,
      "groups": [
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 27810300.0,
          "date_min": "2024-12-19",
          "date_max": "2025-08-29",
          "sample": [
            {
              "date": "2025-08-29",
              "monto": 20682200.0,
              "date_to": "2025-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-759-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-19",
              "monto": 7128100.0,
              "date_to": "2024-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-945-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7b4b560f-3af3-426b-8eca-019950c23177",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 26477500.0,
          "date_min": "2025-09-03",
          "date_max": "2025-09-03",
          "sample": [
            {
              "date": "2025-09-03",
              "monto": 26477500.0,
              "date_to": "2025-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=778992-287-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 19932500.0,
          "date_min": "2025-06-03",
          "date_max": "2025-06-03",
          "sample": [
            {
              "date": "2025-06-03",
              "monto": 19932500.0,
              "date_to": "2025-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2446-847-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 18012544.0,
          "date_min": "2025-09-10",
          "date_max": "2026-06-23",
          "sample": [
            {
              "date": "2026-06-23",
              "monto": 7604171.0,
              "date_to": "2026-06-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2271-44-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-17",
              "monto": 6362373.0,
              "date_to": "2025-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2487-66-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-10",
              "monto": 4046000.0,
              "date_to": "2025-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1970-65-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e4f56c6-4dc4-46be-b4a2-8eb95e29c0a6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pelluhue"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 17301000.0,
          "date_min": "2026-06-04",
          "date_max": "2026-06-11",
          "sample": [
            {
              "date": "2026-06-04",
              "monto": 7900000.0,
              "date_to": "2026-06-04",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3253-50-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-11",
              "monto": 9401000.0,
              "date_to": "2026-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3253-170-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 17255000.0,
          "date_min": "2025-11-21",
          "date_max": "2025-11-21",
          "sample": [
            {
              "date": "2025-11-21",
              "monto": 17255000.0,
              "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=2585-4400-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 16892050.0,
          "date_min": "2025-10-08",
          "date_max": "2026-02-16",
          "sample": [
            {
              "date": "2026-02-16",
              "monto": 6360550.0,
              "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=3827-106-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-08",
              "monto": 10531500.0,
              "date_to": "2025-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3825-271-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67c97adb-47d3-40fa-8376-60c67c512fc3",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE HUALQUI DEPARTAMENTO DE SALUD"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 13992544.0,
          "date_min": "2024-08-16",
          "date_max": "2024-08-16",
          "sample": [
            {
              "date": "2024-08-16",
              "monto": 13992544.0,
              "date_to": "2024-08-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4454-507-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 13209000.0,
          "date_min": "2025-04-23",
          "date_max": "2025-05-08",
          "sample": [
            {
              "date": "2025-05-08",
              "monto": 6783000.0,
              "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=3013-413-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-23",
              "monto": 6426000.0,
              "date_to": "2025-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3013-347-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "51728c3c-940c-4fdf-8656-0bc37957d033",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 12721100.0,
          "date_min": "2024-09-10",
          "date_max": "2024-09-10",
          "sample": [
            {
              "date": "2024-09-10",
              "monto": 12721100.0,
              "date_to": "2024-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3340-213-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8fa52a9f-4423-42d6-87d9-a176997ac9c3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Algarrobo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 11175766.0,
          "date_min": "2025-12-12",
          "date_max": "2026-01-26",
          "sample": [
            {
              "date": "2025-12-12",
              "monto": 6485500.0,
              "date_to": "2025-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=377-616-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-26",
              "monto": 4690266.0,
              "date_to": "2026-01-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=377-14-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ec88b5-466e-4906-b2f5-a9b4b613870c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VALPARAISO SAN ANTONIO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 10769500.0,
          "date_min": "2025-01-24",
          "date_max": "2025-01-24",
          "sample": [
            {
              "date": "2025-01-24",
              "monto": 10769500.0,
              "date_to": "2025-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5147-16-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 10745652.0,
          "date_min": "2023-11-30",
          "date_max": "2024-08-22",
          "sample": [
            {
              "date": "2024-08-22",
              "monto": 6176100.0,
              "date_to": "2024-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-1492-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-30",
              "monto": 4569552.0,
              "date_to": "2023-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2790-1024-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb311df1-c6f6-4d8c-89a9-bce7a623f942",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Diego de Almagro"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9758000.0,
          "date_min": "2025-09-10",
          "date_max": "2025-09-10",
          "sample": [
            {
              "date": "2025-09-10",
              "monto": 9758000.0,
              "date_to": "2025-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1638-442-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cc9a0f1b-2f6c-499d-aadd-11bddc325d74",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE FRUTILLAR"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 8341900.0,
          "date_min": "2025-06-10",
          "date_max": "2026-07-06",
          "sample": [
            {
              "date": "2026-07-06",
              "monto": 999600.0,
              "date_to": "2026-07-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2289-606-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-13",
              "monto": 1451800.0,
              "date_to": "2026-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2289-485-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-10",
              "monto": 5890500.0,
              "date_to": "2025-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2289-610-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b1245aef-4086-4ae2-9e42-b853700af1a7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cochamo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7735000.0,
          "date_min": "2025-11-03",
          "date_max": "2025-11-03",
          "sample": [
            {
              "date": "2025-11-03",
              "monto": 7735000.0,
              "date_to": "2025-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4832-537-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9561cde-14c0-4449-a5cf-b2755d34a3ed",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Psiquiátrico Dr. José Horwitz Barak"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 7550550.0,
          "date_min": "2025-10-28",
          "date_max": "2025-11-24",
          "sample": [
            {
              "date": "2025-10-28",
              "monto": 6717550.0,
              "date_to": "2025-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057866-19-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-24",
              "monto": 833000.0,
              "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=1057476-1726-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58ee1125-af36-409c-94e5-bc1f764dc47a",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PARRAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 7355669.0,
          "date_min": "2025-06-13",
          "date_max": "2025-10-01",
          "sample": [
            {
              "date": "2025-10-01",
              "monto": 699999.0,
              "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=4159-688-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-13",
              "monto": 6655670.0,
              "date_to": "2025-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4159-362-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "937e3d8a-79c3-4cc7-9ae3-85dce949b9c1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Papudo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7009100.0,
          "date_min": "2025-11-04",
          "date_max": "2025-11-04",
          "sample": [
            {
              "date": "2025-11-04",
              "monto": 7009100.0,
              "date_to": "2025-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3602-148-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "effda4f6-6d19-49e4-9165-b6fe47ca6e27",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de O Higgins"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6890100.0,
          "date_min": "2024-09-27",
          "date_max": "2024-09-27",
          "sample": [
            {
              "date": "2024-09-27",
              "monto": 6890100.0,
              "date_to": "2024-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=889473-1860-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "52489fca-9f14-49bc-8c81-b673d457c2d3",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL VI REGION DEL LI BERTADOR B O\"HIGGINS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6783000.0,
          "date_min": "2026-04-23",
          "date_max": "2026-04-23",
          "sample": [
            {
              "date": "2026-04-23",
              "monto": 6783000.0,
              "date_to": "2026-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4374-19-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6672330.0,
          "date_min": "2025-05-16",
          "date_max": "2025-05-16",
          "sample": [
            {
              "date": "2025-05-16",
              "monto": 6672330.0,
              "date_to": "2025-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-264-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6545000.0,
          "date_min": "2025-09-10",
          "date_max": "2025-09-10",
          "sample": [
            {
              "date": "2025-09-10",
              "monto": 6545000.0,
              "date_to": "2025-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2393-1276-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf55a78c-4f55-4697-9f5e-775e1ec0b8f0",
            "kind": "institucion_publica",
            "canonical_name": "I.Municipalidad de Mostazal"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6188000.0,
          "date_min": "2025-09-23",
          "date_max": "2025-09-23",
          "sample": [
            {
              "date": "2025-09-23",
              "monto": 6188000.0,
              "date_to": "2025-09-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2677-6264-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5950000.0,
          "date_min": "2026-06-05",
          "date_max": "2026-06-05",
          "sample": [
            {
              "date": "2026-06-05",
              "monto": 5950000.0,
              "date_to": "2026-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-182-AG26",
              "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": 5926200.0,
          "date_min": "2025-11-24",
          "date_max": "2026-06-03",
          "sample": [
            {
              "date": "2026-06-03",
              "monto": 1880200.0,
              "date_to": "2026-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2920-101-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-24",
              "monto": 4046000.0,
              "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=2921-70-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "91330891-fae6-44ad-aa4d-717e7181664e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Codegua"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5890500.0,
          "date_min": "2026-02-06",
          "date_max": "2026-02-06",
          "sample": [
            {
              "date": "2026-02-06",
              "monto": 5890500.0,
              "date_to": "2026-02-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4732-28-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5461bcdf-1416-43f9-b02a-fd304b44e62a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Barbara"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5819100.0,
          "date_min": "2024-10-01",
          "date_max": "2024-10-01",
          "sample": [
            {
              "date": "2024-10-01",
              "monto": 5819100.0,
              "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=3977-295-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "94301275-2a80-4006-8869-cd2dd5130e3c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE PUERTO OCTAY"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5712000.0,
          "date_min": "2024-08-08",
          "date_max": "2024-08-08",
          "sample": [
            {
              "date": "2024-08-08",
              "monto": 5712000.0,
              "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=2059-414-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "17460cdb-77ca-406f-b641-7f7bcf17af0b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ninhue"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5698910.0,
          "date_min": "2024-11-27",
          "date_max": "2024-11-27",
          "sample": [
            {
              "date": "2024-11-27",
              "monto": 5698910.0,
              "date_to": "2024-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4123-521-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1e83b50-8682-4184-9bfc-6b92f217d4bc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Maule"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5418103.0,
          "date_min": "2024-02-27",
          "date_max": "2024-02-27",
          "sample": [
            {
              "date": "2024-02-27",
              "monto": 5418103.0,
              "date_to": "2024-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3880-84-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9105fd11-1b6c-4b8d-9757-0fd0bbb0ba78",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUTAENDO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5236000.0,
          "date_min": "2025-05-20",
          "date_max": "2025-05-20",
          "sample": [
            {
              "date": "2025-05-20",
              "monto": 5236000.0,
              "date_to": "2025-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2629-134-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "327c7a9e-438a-4650-bc16-f8cfb10afe7c",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO DE FOMENTO PESQUERO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5200000.0,
          "date_min": "2025-10-03",
          "date_max": "2025-10-03",
          "sample": [
            {
              "date": "2025-10-03",
              "monto": 5200000.0,
              "date_to": "2025-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1049-1736-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5159828.0,
          "date_min": "2024-08-29",
          "date_max": "2025-08-29",
          "sample": [
            {
              "date": "2025-08-29",
              "monto": 523600.0,
              "date_to": "2025-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-2475-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-29",
              "monto": 4636228.0,
              "date_to": "2024-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-2836-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4879000.0,
          "date_min": "2024-12-19",
          "date_max": "2024-12-19",
          "sample": [
            {
              "date": "2024-12-19",
              "monto": 4879000.0,
              "date_to": "2024-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-2018-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALAGANTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4331600.0,
          "date_min": "2025-02-17",
          "date_max": "2025-02-17",
          "sample": [
            {
              "date": "2025-02-17",
              "monto": 4331600.0,
              "date_to": "2025-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-150-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1500186-6d63-41f3-8198-c82cc833c9f1",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4093600.0,
          "date_min": "2025-12-10",
          "date_max": "2025-12-10",
          "sample": [
            {
              "date": "2025-12-10",
              "monto": 4093600.0,
              "date_to": "2025-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1078177-1587-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2ef0cac0-e56b-4181-b55b-d4a4c4e1ceed",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE BUIN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3986500.0,
          "date_min": "2025-12-29",
          "date_max": "2025-12-29",
          "sample": [
            {
              "date": "2025-12-29",
              "monto": 3986500.0,
              "date_to": "2025-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2721-582-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "978f560d-a4bf-432f-9697-7ca72d612376",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre municipalidad de Bulnes"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3867500.0,
          "date_min": "2025-07-14",
          "date_max": "2025-07-14",
          "sample": [
            {
              "date": "2025-07-14",
              "monto": 3867500.0,
              "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=3879-3341-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c8b24404-1798-4059-8149-9ce54d77d334",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Futrono"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3689000.0,
          "date_min": "2024-12-05",
          "date_max": "2024-12-05",
          "sample": [
            {
              "date": "2024-12-05",
              "monto": 3689000.0,
              "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=4922-432-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "64564ebc-7511-404c-a90d-f850e141a697",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE PENCAHUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3552150.0,
          "date_min": "2025-08-26",
          "date_max": "2025-08-26",
          "sample": [
            {
              "date": "2025-08-26",
              "monto": 3552150.0,
              "date_to": "2025-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4492-88-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0a92e053-c5ab-46b7-a945-51a4ca0d6d18",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE SAN MIGUEL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3499909.0,
          "date_min": "2025-10-20",
          "date_max": "2025-10-20",
          "sample": [
            {
              "date": "2025-10-20",
              "monto": 3499909.0,
              "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=629373-364-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5a578dd7-c4ec-45b0-8bc7-1bc7e0e007f4",
            "kind": "institucion_publica",
            "canonical_name": "Fundación para la Promoción y Desarrollo de la Muj"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3498600.0,
          "date_min": "2025-09-22",
          "date_max": "2025-09-22",
          "sample": [
            {
              "date": "2025-09-22",
              "monto": 3498600.0,
              "date_to": "2025-09-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=558462-66-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1172b6ae-0f17-4453-8568-ff5fa47baf0a",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Municipal de Desarrollo Social de Ñuño"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3451000.0,
          "date_min": "2025-12-12",
          "date_max": "2025-12-12",
          "sample": [
            {
              "date": "2025-12-12",
              "monto": 3451000.0,
              "date_to": "2025-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1224957-1462-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e5f11d3-7a27-4618-8feb-4e82f1aa9085",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Calbuco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3451000.0,
          "date_min": "2024-10-21",
          "date_max": "2024-10-21",
          "sample": [
            {
              "date": "2024-10-21",
              "monto": 3451000.0,
              "date_to": "2024-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3507-792-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "75e1d6e3-9d33-483c-9bf8-94ce176ea498",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD  DE SAGRADA FAMILIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3439100.0,
          "date_min": "2026-03-06",
          "date_max": "2026-03-06",
          "sample": [
            {
              "date": "2026-03-06",
              "monto": 3439100.0,
              "date_to": "2026-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4134-125-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3391500.0,
          "date_min": "2026-07-14",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2026-07-14",
              "monto": 3391500.0,
              "date_to": "2026-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4085-457-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4a621a3-2f1a-4260-a785-0a261631527f",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE IQUIQUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3213000.0,
          "date_min": "2025-10-27",
          "date_max": "2025-10-27",
          "sample": [
            {
              "date": "2025-10-27",
              "monto": 3213000.0,
              "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=1417913-483-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ced9dbc0-bf11-4aec-88e5-b960aee2630b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lanco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3147550.0,
          "date_min": "2024-06-24",
          "date_max": "2024-06-24",
          "sample": [
            {
              "date": "2024-06-24",
              "monto": 3147550.0,
              "date_to": "2024-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2907-362-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9529ec8e-d66a-448f-8152-81961ec62e12",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quintero"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3094000.0,
          "date_min": "2024-11-18",
          "date_max": "2024-11-18",
          "sample": [
            {
              "date": "2024-11-18",
              "monto": 3094000.0,
              "date_to": "2024-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4548-725-SE24",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 32,
        "count": 36,
        "monto_sum": 40774060.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:40:03.471774+00:00",
  "insights": {
    "stats": {
      "grado": 98,
      "monto_sum": 447701315.0,
      "grado_pctl": 0.17575156921043938,
      "monto_pctl": 0.49554013875123887,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-09-10",
            "monto": 4046000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1970-65-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-17",
            "monto": 6362373.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2487-66-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-23",
            "monto": 7604171.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2271-44-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "0a7a8530-c3b8-4898-8b6e-9943cac2cd39",
            "kind": "empresa",
            "name": "SEBASTIAN  VARAS   GUZMAN VENTA Y COMERCIALIZACIÓN DE ARTÍCULOS, PRODUCTOS Y SERVICIOS PARA CONSTRUCCIÓN  EMPRESA INDIVIDUAL DE RESPONSABILIDAD LIMITADA",
            "role": "ancla"
          },
          {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "name": "Dirección General de Aeronáutica Civil",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 18012544.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-06-11",
            "monto": 9401000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3253-170-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-04",
            "monto": 7900000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3253-50-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "0a7a8530-c3b8-4898-8b6e-9943cac2cd39",
            "kind": "empresa",
            "name": "SEBASTIAN  VARAS   GUZMAN VENTA Y COMERCIALIZACIÓN DE ARTÍCULOS, PRODUCTOS Y SERVICIOS PARA CONSTRUCCIÓN  EMPRESA INDIVIDUAL DE RESPONSABILIDAD LIMITADA",
            "role": "ancla"
          },
          {
            "id": "8e4f56c6-4dc4-46be-b4a2-8eb95e29c0a6",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Pelluhue",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 17301000.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 79,
        "monto": 378272515.0,
        "share": 0.8359746330999753
      },
      "periodo": {
        "desde": "2023-11-30",
        "hasta": "2026-07-14"
      },
      "monto_total": 452492815.0,
      "n_contratos": 100,
      "serie_anual": [
        {
          "anio": 2023,
          "monto": 4771257.0
        },
        {
          "anio": 2024,
          "monto": 97050993.0
        },
        {
          "anio": 2025,
          "monto": 269763664.0
        },
        {
          "anio": 2026,
          "monto": 80906901.0
        }
      ],
      "td_conocidos": 98,
      "n_contrapartes": 82,
      "n_trato_directo": 10,
      "top_contrapartes": [
        {
          "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
          "name": "I. MUNICIPALIDAD DE VALLENAR",
          "monto": 27810300.0,
          "share": 0.06146020241227477
        },
        {
          "id": "7b4b560f-3af3-426b-8eca-019950c23177",
          "name": "DIVISION LOGISTICA DEL EJERCITO",
          "monto": 26477500.0,
          "share": 0.05851474127826759
        },
        {
          "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
          "name": "I. MUNICIPALIDAD DE COQUIMBO",
          "monto": 19932500.0,
          "share": 0.04405042320948234
        }
      ],
      "pct_trato_directo": 0.10204081632653061
    },
    "senales": [
      "10 de sus 98 contratos con dato fueron por trato directo (10%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}