{
  "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
  "kind": "empresa",
  "canonical_name": "SANDOS STORE",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77319537-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 882,
      "monto_sum": 8442379585.0,
      "groups": [
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1310905302.0,
          "date_min": "2023-04-17",
          "date_max": "2025-07-24",
          "sample": [
            {
              "date": "2025-07-23",
              "monto": 1272552400.0,
              "date_to": "2025-07-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-88-LE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 1030141469.0,
          "date_min": "2022-05-03",
          "date_max": "2025-11-26",
          "sample": [
            {
              "date": "2025-08-25",
              "monto": 214981696.0,
              "date_to": "2025-08-25",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1284411-8-LQ25",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-10-21",
              "monto": 35604800.0,
              "date_to": "2022-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2981-910-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-06",
              "monto": 197154440.0,
              "date_to": "2023-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2981-1167-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbe2e157-3cff-4b46-8379-e10fc9198a94",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 419319989.0,
          "date_min": "2022-12-20",
          "date_max": "2026-02-17",
          "sample": []
        },
        {
          "other": {
            "id": "b4418c08-26f6-41e2-9288-ffd55dfa3f63",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO ESPEJO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 272927261.0,
          "date_min": "2023-08-31",
          "date_max": "2024-05-20",
          "sample": [
            {
              "date": "2023-10-16",
              "monto": 131400752.0,
              "date_to": "2023-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=750998-245-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38e4e62b-a31f-404e-912b-532131f2af08",
            "kind": "institucion_publica",
            "canonical_name": "Universidad Tecnológica Metropolitana"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 271552604.0,
          "date_min": "2022-11-17",
          "date_max": "2026-05-20",
          "sample": [
            {
              "date": "2022-11-17",
              "monto": 96805181.0,
              "date_to": "2022-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-778-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12816386-ff79-4d21-87a7-c80490287b01",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE A"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 177186953.0,
          "date_min": "2024-10-11",
          "date_max": "2025-05-13",
          "sample": []
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 168764921.0,
          "date_min": "2023-04-19",
          "date_max": "2026-06-18",
          "sample": [
            {
              "date": "2024-08-23",
              "monto": 359999.0,
              "date_to": "2024-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2617-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-04-19",
              "monto": 4380121.0,
              "date_to": "2023-04-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=564162-389-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f021b0a-5f98-4780-8fbe-efa05a379454",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE LA SERENA - Direccion de Extension [INHABILITADO PARA CONTRATAR CON EL ESTADO]"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 150310090.0,
          "date_min": "2023-11-10",
          "date_max": "2026-04-29",
          "sample": [
            {
              "date": "2024-05-09",
              "monto": 1618100.0,
              "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=5416-451-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "110b0dd4-f5a8-436b-82fd-1842df013feb",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE EDUC SALUD CULTURA Y RECREACION DE LA FLORIDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 129888500.0,
          "date_min": "2023-03-15",
          "date_max": "2023-03-15",
          "sample": []
        },
        {
          "other": {
            "id": "f00b6309-d428-4bf7-ac8a-74360d830236",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 120146182.0,
          "date_min": "2025-01-22",
          "date_max": "2025-10-17",
          "sample": [
            {
              "date": "2025-02-14",
              "monto": 6135283.0,
              "date_to": "2025-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=898-567-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-26",
              "monto": 6902499.0,
              "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=898-4136-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-14",
              "monto": 6135283.0,
              "date_to": "2025-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=898-2670-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 115439359.0,
          "date_min": "2023-03-21",
          "date_max": "2026-06-10",
          "sample": [
            {
              "date": "2024-12-10",
              "monto": 26331700.0,
              "date_to": "2024-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5441-851-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-15",
              "monto": 2493645.0,
              "date_to": "2025-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5679-12-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bddcb97e-88a5-441d-a6f9-2e14a407ed98",
            "kind": "institucion_publica",
            "canonical_name": "Gobierno Regional de Valparaíso"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 114537500.0,
          "date_min": "2025-08-13",
          "date_max": "2025-08-13",
          "sample": []
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 113059924.0,
          "date_min": "2022-06-22",
          "date_max": "2026-06-09",
          "sample": [
            {
              "date": "2025-11-20",
              "monto": 13514592.0,
              "date_to": "2025-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5512-281-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 111391650.0,
          "date_min": "2022-10-20",
          "date_max": "2025-10-07",
          "sample": [
            {
              "date": "2024-10-10",
              "monto": 1893855.0,
              "date_to": "2024-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1180-98-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fa4b6eec-a056-4472-b86c-ff175dd434b4",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 104966565.0,
          "date_min": "2023-03-17",
          "date_max": "2025-05-23",
          "sample": [
            {
              "date": "2024-07-11",
              "monto": 119000.0,
              "date_to": "2024-07-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3084-67-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5910dbfc-ab61-412a-976d-cd6bdcb9a166",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL DE PLANIFICACION Y COORDINACION METROPOLITANA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 101180011.0,
          "date_min": "2023-12-29",
          "date_max": "2025-02-21",
          "sample": [
            {
              "date": "2025-02-21",
              "monto": 50292375.0,
              "date_to": "2025-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1067455-12-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1dd8f419-fbc3-4492-8500-c9d98c080890",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL REGION METROPOLITANA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 86926453.0,
          "date_min": "2023-06-07",
          "date_max": "2024-04-19",
          "sample": []
        },
        {
          "other": {
            "id": "a5b1666b-dbb7-4d36-a6b7-7c92c277bba7",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ORIENTE HOSPITAL LUIS CALVO MACKENNA"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 79584416.0,
          "date_min": "2024-12-27",
          "date_max": "2026-06-25",
          "sample": [
            {
              "date": "2026-02-02",
              "monto": 3525069.0,
              "date_to": "2026-02-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057491-670-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d4f70440-912d-4233-9f8e-3fd831b3094b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUILLOTA"
          },
          "direction": "in",
          "count": 52,
          "monto_sum": 76983530.0,
          "date_min": "2023-10-30",
          "date_max": "2026-03-06",
          "sample": [
            {
              "date": "2023-11-16",
              "monto": 928200.0,
              "date_to": "2023-11-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2464-1397-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-29",
              "monto": 185086.0,
              "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=2464-908-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-22",
              "monto": 185086.0,
              "date_to": "2024-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2464-854-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-30",
              "monto": 2165800.0,
              "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=2464-1505-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 76875855.0,
          "date_min": "2022-08-01",
          "date_max": "2025-10-01",
          "sample": [
            {
              "date": "2024-08-26",
              "monto": 8639400.0,
              "date_to": "2024-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-4240-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-02",
              "monto": 6863692.0,
              "date_to": "2025-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1392-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 76307454.0,
          "date_min": "2022-06-23",
          "date_max": "2026-04-17",
          "sample": [
            {
              "date": "2022-12-26",
              "monto": 6404580.0,
              "date_to": "2022-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-1376-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-23",
              "monto": 2475200.0,
              "date_to": "2022-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-667-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 73772955.0,
          "date_min": "2022-08-10",
          "date_max": "2025-07-24",
          "sample": [
            {
              "date": "2025-07-24",
              "monto": 10643360.0,
              "date_to": "2025-07-24",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2324-81-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-09",
              "monto": 9093047.0,
              "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=2328-1244-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-10-07",
              "monto": 1344700.0,
              "date_to": "2022-10-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-2114-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 71799126.0,
          "date_min": "2022-12-22",
          "date_max": "2025-10-01",
          "sample": []
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 67216389.0,
          "date_min": "2024-05-31",
          "date_max": "2025-11-26",
          "sample": [
            {
              "date": "2024-05-31",
              "monto": 6189190.0,
              "date_to": "2024-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1145-84-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 64044491.0,
          "date_min": "2023-12-20",
          "date_max": "2025-04-01",
          "sample": []
        },
        {
          "other": {
            "id": "3596382d-d8b1-46c0-8e5d-4aa33998b351",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Punitaqui"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 63873208.0,
          "date_min": "2024-05-30",
          "date_max": "2025-12-15",
          "sample": []
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 62521822.0,
          "date_min": "2023-12-26",
          "date_max": "2025-01-22",
          "sample": []
        },
        {
          "other": {
            "id": "5db3ab3f-9dc0-4170-b609-d32d67bb35bf",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacaví"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 62082300.0,
          "date_min": "2022-09-14",
          "date_max": "2022-09-14",
          "sample": []
        },
        {
          "other": {
            "id": "40ff8448-4551-4533-935f-b1158de012fc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DE URGENCIA ASISTENCIA PUBLICA DR ALEJANDRO DEL RIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 60832806.0,
          "date_min": "2024-05-14",
          "date_max": "2025-09-09",
          "sample": [
            {
              "date": "2025-09-09",
              "monto": 42065850.0,
              "date_to": "2025-09-09",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2111-171-LE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8c9097b7-3873-4aeb-8f56-d595805cb75e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA SUR"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 60731411.0,
          "date_min": "2024-07-15",
          "date_max": "2026-02-26",
          "sample": []
        },
        {
          "other": {
            "id": "c8cba3ed-c121-49f8-9c23-2c08780545e7",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL DE PENALOLEN PARA EL DESARROLO SOCIAL CORMUP"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 59500000.0,
          "date_min": "2023-12-27",
          "date_max": "2023-12-27",
          "sample": []
        },
        {
          "other": {
            "id": "6fd72b28-a0c3-45c3-b43e-4754254cc924",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD NUBLE HOSPITAL DE SAN CARLOS DR BENICIO ARZOLA MEDIN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 59238200.0,
          "date_min": "2023-01-20",
          "date_max": "2023-01-20",
          "sample": [
            {
              "date": "2023-01-20",
              "monto": 59238200.0,
              "date_to": "2023-01-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057510-225-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4d5fe0d-9fc1-41f9-a6fa-1fa13eb812c5",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD COQUIMBO HOSPITAL LA SERENA"
          },
          "direction": "in",
          "count": 42,
          "monto_sum": 49198393.0,
          "date_min": "2024-08-05",
          "date_max": "2026-06-11",
          "sample": [
            {
              "date": "2026-02-11",
              "monto": 1740860.0,
              "date_to": "2026-02-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057439-1049-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-05",
              "monto": 1740860.0,
              "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=1057439-3865-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-19",
              "monto": 1740860.0,
              "date_to": "2025-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057439-9859-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-12",
              "monto": 1740860.0,
              "date_to": "2025-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057439-15896-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-05",
              "monto": 1740858.0,
              "date_to": "2024-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057439-4668-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3c8b3638-1143-4321-8747-1b34e95d7083",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE TELECOMUNICACIONES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 48479790.0,
          "date_min": "2023-11-08",
          "date_max": "2025-06-25",
          "sample": []
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 48433523.0,
          "date_min": "2025-03-21",
          "date_max": "2026-06-25",
          "sample": [
            {
              "date": "2026-06-19",
              "monto": 13980600.0,
              "date_to": "2026-06-19",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2436-21-LE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Puerto Varas"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 48385400.0,
          "date_min": "2022-09-13",
          "date_max": "2025-11-25",
          "sample": [
            {
              "date": "2022-09-13",
              "monto": 22650460.0,
              "date_to": "2022-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2852-680-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95be69ae-2d40-4445-b775-fe42d2cee55f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PUBLICA DE COLCHAGUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 47404863.0,
          "date_min": "2024-10-24",
          "date_max": "2025-04-24",
          "sample": [
            {
              "date": "2025-04-24",
              "monto": 35484229.0,
              "date_to": "2025-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1126920-128-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 47158870.0,
          "date_min": "2022-09-23",
          "date_max": "2026-02-26",
          "sample": []
        },
        {
          "other": {
            "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 45767022.0,
          "date_min": "2022-10-11",
          "date_max": "2025-01-21",
          "sample": [
            {
              "date": "2024-08-29",
              "monto": 3872022.0,
              "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=4928-88-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 45731242.0,
          "date_min": "2025-08-14",
          "date_max": "2025-08-14",
          "sample": []
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 39005955.0,
          "date_min": "2023-02-22",
          "date_max": "2026-07-02",
          "sample": []
        },
        {
          "other": {
            "id": "69270c14-5587-4470-b5dd-9c9c8808b20a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PADRE LAS CASAS"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 38797623.0,
          "date_min": "2022-08-04",
          "date_max": "2025-08-20",
          "sample": [
            {
              "date": "2025-08-20",
              "monto": 6628776.0,
              "date_to": "2025-08-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2546-714-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-11",
              "monto": 5781292.0,
              "date_to": "2023-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2546-1099-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d18e4438-173d-4a9b-8522-783b0e57145f",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 36975611.0,
          "date_min": "2025-10-13",
          "date_max": "2026-05-28",
          "sample": [
            {
              "date": "2025-10-13",
              "monto": 15827000.0,
              "date_to": "2025-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4127-382-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-28",
              "monto": 20422255.0,
              "date_to": "2026-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4127-178-CM26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 33797200.0,
          "date_min": "2024-05-23",
          "date_max": "2026-02-05",
          "sample": [
            {
              "date": "2025-04-08",
              "monto": 8746500.0,
              "date_to": "2025-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2483-239-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "024ac523-2d79-4995-87bd-e0fbd2ee5f68",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA FLORIDA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 32815820.0,
          "date_min": "2022-08-24",
          "date_max": "2026-05-27",
          "sample": [
            {
              "date": "2024-08-16",
              "monto": 24255082.0,
              "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=2378-111-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-29",
              "monto": 1727080.0,
              "date_to": "2023-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-611-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a71b337-d111-4778-b065-c248ee5e49d9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabrero"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 32806885.0,
          "date_min": "2023-05-08",
          "date_max": "2025-12-23",
          "sample": [
            {
              "date": "2023-05-08",
              "monto": 6456435.0,
              "date_to": "2023-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4080-38-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "369bf0e8-8de5-4550-aa7a-1e7019b1a875",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DE ARICA Y PARINACOTA"
          },
          "direction": "in",
          "count": 32,
          "monto_sum": 32181408.0,
          "date_min": "2023-07-03",
          "date_max": "2026-06-30",
          "sample": [
            {
              "date": "2023-12-27",
              "monto": 893928.0,
              "date_to": "2023-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-2021-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-08",
              "monto": 1787856.0,
              "date_to": "2025-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-3234-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-08",
              "monto": 893928.0,
              "date_to": "2024-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-543-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-24",
              "monto": 1787856.0,
              "date_to": "2026-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-320-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-08",
              "monto": 893928.0,
              "date_to": "2024-03-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-201-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-15",
              "monto": 893928.0,
              "date_to": "2024-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-1554-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 32013975.0,
          "date_min": "2024-08-23",
          "date_max": "2025-11-24",
          "sample": [
            {
              "date": "2025-11-24",
              "monto": 5976180.0,
              "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=2448-1224-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12565859-1aa0-4ebd-8a59-00986ba8a08c",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Maule"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 31100259.0,
          "date_min": "2025-03-13",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2025-03-13",
              "monto": 1986705.0,
              "date_to": "2025-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-243-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-07",
              "monto": 827794.0,
              "date_to": "2025-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-411-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-09",
              "monto": 827793.0,
              "date_to": "2026-02-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-90-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-09",
              "monto": 827793.0,
              "date_to": "2025-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-1229-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-29",
              "monto": 2385237.0,
              "date_to": "2026-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-352-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67d6bb78-0d56-451d-a5b9-0ae5bcfd53bd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Mariquina"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 29750000.0,
          "date_min": "2024-10-01",
          "date_max": "2024-10-01",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 278,
        "count": 473,
        "monto_sum": 1908567050.0
      }
    }
  },
  "card_updated_at": "2026-07-23T07:26:47.829724+00:00",
  "insights": {
    "stats": {
      "grado": 876,
      "monto_sum": 8433812310.0,
      "grado_pctl": 0.7568549719193921,
      "monto_pctl": 0.9055170135447638,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-23",
            "monto": 1272552400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-88-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-04-17",
            "monto": 14065800.0,
            "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=2422-482-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-07",
            "monto": 2011100.0,
            "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=2422-517-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-24",
            "monto": 22276002.0,
            "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=2422-988-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PUENTE ALTO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1310905302.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-25",
            "monto": 214981696.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1284411-8-LQ25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-05-03",
            "monto": 19849200.0,
            "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=2981-317-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-05-18",
            "monto": 4403000.0,
            "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=575061-92-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-21",
            "monto": 35604800.0,
            "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=2981-910-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-20",
            "monto": 35030134.0,
            "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=2981-34-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-16",
            "monto": 4200000.0,
            "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=2981-640-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 2049999.0,
            "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=2981-847-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-13",
            "monto": 17799999.0,
            "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=2981-1063-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-29",
            "monto": 4760000.0,
            "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=2981-1223-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-29",
            "monto": 9393860.0,
            "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=1252123-22-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-20",
            "monto": 48005989.0,
            "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=2981-1211-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-06",
            "monto": 197154440.0,
            "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=2981-1167-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-20",
            "monto": 21277200.0,
            "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=2981-1281-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-16",
            "monto": 8139600.0,
            "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=2981-808-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-13",
            "monto": 15741534.0,
            "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=2981-1631-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-05",
            "monto": 129995600.0,
            "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=2981-1050-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-15",
            "monto": 5926200.0,
            "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=2981-1265-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-26",
            "monto": 255828218.0,
            "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=1284411-34-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "name": "POLICIA DE INVESTIGACIONES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1030141469.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-24",
            "monto": 10643360.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2324-81-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-08-10",
            "monto": 13649300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-1544-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-07",
            "monto": 1344700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-2114-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-20",
            "monto": 6086850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2332-1279-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-29",
            "monto": 17492040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-2253-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-09",
            "monto": 9093047.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1244-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-05",
            "monto": 464100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1667-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-13",
            "monto": 551267.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1986-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-28",
            "monto": 1782693.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-301-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-24",
            "monto": 12665598.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-1064-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 73772955.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-09-09",
            "monto": 42065850.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2111-171-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-14",
            "monto": 18766956.0,
            "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=2111-4254-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "40ff8448-4551-4533-935f-b1158de012fc",
            "kind": "institucion_publica",
            "name": "HOSPITAL DE URGENCIA ASISTENCIA PUBLICA DR ALEJANDRO DEL RIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 60832806.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-23",
            "monto": 4798080.0,
            "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=2445-3037-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-21",
            "monto": 4789375.0,
            "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=2440-154-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-14",
            "monto": 1547000.0,
            "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=2440-476-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 16636914.0,
            "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=2436-716-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-25",
            "monto": 6681554.0,
            "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=2445-2166-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 13980600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2436-21-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE CURICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 48433523.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-25",
            "monto": 13074617.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1242028-15-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-02",
            "monto": 15558795.0,
            "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=1242028-31-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "7331b1a7-1e8f-4ba4-8fac-bbada3cb72c4",
            "kind": "institucion_publica",
            "name": "CORPORACION SOCIAL Y CULTURA DE CONCEPCION - SEMCO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 28633412.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2022-07-01",
            "monto": 1487500.0,
            "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=3091-127-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-11",
            "monto": 12665008.0,
            "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=5300-27-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-08",
            "monto": 10642863.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5300-37-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "243a3878-7e4d-4701-8e64-a6e0a6243585",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE CASABLANCA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 24795371.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2024-12-10",
            "monto": 2370480.0,
            "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=2744-919-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-23",
            "monto": 1547000.0,
            "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=2736-129-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-02",
            "monto": 7561500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-21-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-02",
            "monto": 8998185.0,
            "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=2736-230-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE ANGOL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20477165.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-15",
            "monto": 4890600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3942-26-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-24",
            "monto": 5668672.0,
            "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=4189-125-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-17",
            "monto": 5819814.0,
            "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=3942-229-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Lebu",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 16379086.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2024-05-30",
            "monto": 1124803.0,
            "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=4474-422-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-03",
            "monto": 7630071.0,
            "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=4474-506-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-03",
            "monto": 6411825.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4474-8-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "1e73db5e-8cf3-49ff-97f6-70adb09aca3d",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Contulmo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 15166699.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-22",
            "monto": 6556723.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2686-89-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-22",
            "monto": 7802500.0,
            "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=2686-444-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "18d0f66f-d5bc-445f-80c1-4ac917ded526",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE COLINA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14359223.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-05-29",
            "monto": 2489480.0,
            "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=3992-54-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-28",
            "monto": 2092000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3992-17-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f9ae5932-2971-4d7e-b690-c2ed5c9b311b",
            "kind": "empresa",
            "name": "SANDOS STORE",
            "role": "ancla"
          },
          {
            "id": "95569b41-3d37-4b5a-8b87-61a5e67dc193",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Coltauco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4581480.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 321,
        "monto": 5680549706.0,
        "share": 0.6729778370490037
      },
      "periodo": {
        "desde": "2022-05-03",
        "hasta": "2026-07-14"
      },
      "monto_total": 8440916466.0,
      "n_contratos": 880,
      "serie_anual": [
        {
          "anio": 2022,
          "monto": 766414859.0
        },
        {
          "anio": 2023,
          "monto": 2024615859.0
        },
        {
          "anio": 2024,
          "monto": 1498198409.0
        },
        {
          "anio": 2025,
          "monto": 3586188926.0
        },
        {
          "anio": 2026,
          "monto": 565498413.0
        }
      ],
      "td_conocidos": 868,
      "n_contrapartes": 324,
      "n_trato_directo": 158,
      "top_contrapartes": [
        {
          "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
          "name": "I MUNICIPALIDAD DE PUENTE ALTO",
          "monto": 1310905302.0,
          "share": 0.15530366960511038
        },
        {
          "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
          "name": "POLICIA DE INVESTIGACIONES DE CHILE",
          "monto": 1030141469.0,
          "share": 0.12204142442937428
        },
        {
          "id": "fbe2e157-3cff-4b46-8379-e10fc9198a94",
          "name": "I MUNICIPALIDAD DE LOS ANGELES",
          "monto": 419319989.0,
          "share": 0.049677068916511656
        }
      ],
      "pct_trato_directo": 0.18202764976958524
    },
    "senales": [
      "158 de sus 868 contratos con dato fueron por trato directo (18%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}