{
  "id": "4f50b9e1-b7d7-4e5e-a7c1-b831c52af74b",
  "kind": "empresa",
  "canonical_name": "BE SOLUTIONS, COMERCIALIZADORA DE PRODUCTOS BRUNO ESPINOZA E.I.R.L.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77572245-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 685,
      "monto_sum": 908647031.0,
      "groups": [
        {
          "other": {
            "id": "e055c4f1-e799-4dd8-a85b-d2ed6be23ecd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE POZO ALMONTE"
          },
          "direction": "in",
          "count": 66,
          "monto_sum": 213925523.0,
          "date_min": "2022-06-22",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2026-06-02",
              "monto": 7830355.0,
              "date_to": "2026-06-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-88-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-02",
              "monto": 4673084.0,
              "date_to": "2026-07-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-122-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-02",
              "monto": 10995185.0,
              "date_to": "2026-06-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-89-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-02",
              "monto": 13084270.0,
              "date_to": "2026-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2591-472-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-13",
              "monto": 2570076.0,
              "date_to": "2026-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2591-627-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-28",
              "monto": 1363071.0,
              "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=2591-448-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-10",
              "monto": 399999.0,
              "date_to": "2026-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2591-252-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-08",
              "monto": 2138641.0,
              "date_to": "2025-12-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2591-1007-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-09",
              "monto": 389903.0,
              "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=2591-817-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-10",
              "monto": 2997610.0,
              "date_to": "2026-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2591-155-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 112,
          "monto_sum": 128908762.0,
          "date_min": "2022-06-29",
          "date_max": "2026-05-20",
          "sample": [
            {
              "date": "2023-01-31",
              "monto": 1091694.0,
              "date_to": "2023-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-139-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-30",
              "monto": 721856.0,
              "date_to": "2022-08-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1276-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-28",
              "monto": 1130500.0,
              "date_to": "2024-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1006-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-01",
              "monto": 1694664.0,
              "date_to": "2022-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1084-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-20",
              "monto": 2622094.0,
              "date_to": "2026-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-639-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-25",
              "monto": 582000.0,
              "date_to": "2023-07-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1350-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-12",
              "monto": 397341.0,
              "date_to": "2024-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2491-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-12",
              "monto": 794300.0,
              "date_to": "2024-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-421-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-01-16",
              "monto": 556884.0,
              "date_to": "2024-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-70-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-02",
              "monto": 793135.0,
              "date_to": "2024-08-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1499-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 59,
          "monto_sum": 68846448.0,
          "date_min": "2023-08-07",
          "date_max": "2026-07-07",
          "sample": [
            {
              "date": "2026-04-09",
              "monto": 849079.0,
              "date_to": "2026-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-499-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-29",
              "monto": 344000.0,
              "date_to": "2025-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-2026-TD25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-29",
              "monto": 221430.0,
              "date_to": "2026-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-892-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-16",
              "monto": 1730229.0,
              "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=2013-185-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-05",
              "monto": 254667.0,
              "date_to": "2025-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-677-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-24",
              "monto": 428551.0,
              "date_to": "2025-10-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1970-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-10",
              "monto": 500002.0,
              "date_to": "2025-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-992-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-04",
              "monto": 534305.0,
              "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=2013-2023-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-18",
              "monto": 1604009.0,
              "date_to": "2024-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1178-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-12",
              "monto": 1949253.0,
              "date_to": "2025-08-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1172-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "dd9a47a2-0b9b-4de6-9661-f351ab6c6c02",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DOCTOR ERNESTO TORRES GALDAMES"
          },
          "direction": "in",
          "count": 50,
          "monto_sum": 52169097.0,
          "date_min": "2022-07-27",
          "date_max": "2026-06-23",
          "sample": [
            {
              "date": "2022-10-18",
              "monto": 499767.0,
              "date_to": "2022-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-7742-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-31",
              "monto": 2400003.0,
              "date_to": "2025-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-10905-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-22",
              "monto": 299808.0,
              "date_to": "2023-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-1835-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-09",
              "monto": 1280186.0,
              "date_to": "2026-01-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-226-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-31",
              "monto": 2400003.0,
              "date_to": "2025-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-10906-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-28",
              "monto": 50395.0,
              "date_to": "2023-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-11806-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-02",
              "monto": 459999.0,
              "date_to": "2025-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-14197-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-27",
              "monto": 647997.0,
              "date_to": "2025-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-29674-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-17",
              "monto": 899992.0,
              "date_to": "2023-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1070620-1709-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0b8fd0a9-7621-49df-b121-6f7c32756900",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 46867439.0,
          "date_min": "2022-07-22",
          "date_max": "2026-05-19",
          "sample": [
            {
              "date": "2024-03-07",
              "monto": 1818000.0,
              "date_to": "2024-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079967-93-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-05",
              "monto": 3860539.0,
              "date_to": "2023-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079967-562-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-19",
              "monto": 3444693.0,
              "date_to": "2025-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079967-307-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-01",
              "monto": 831929.0,
              "date_to": "2023-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079967-254-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de1e8029-1f7b-4e77-a247-ef216a2fc8fd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD IQUIQUE"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 42753627.0,
          "date_min": "2023-05-22",
          "date_max": "2025-12-17",
          "sample": [
            {
              "date": "2023-09-27",
              "monto": 402577.0,
              "date_to": "2023-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057448-910-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a2edac2c-1cd1-4661-a8ef-a8577e05f6a8",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO DE FORMACION TECNICA DE LA REGION DE TARAPACA"
          },
          "direction": "in",
          "count": 45,
          "monto_sum": 39116969.0,
          "date_min": "2022-05-25",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2024-07-12",
              "monto": 851202.0,
              "date_to": "2024-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1026727-214-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-09",
              "monto": 210000.0,
              "date_to": "2025-09-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1026727-404-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-03",
              "monto": 1012498.0,
              "date_to": "2024-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1026727-322-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-18",
              "monto": 399999.0,
              "date_to": "2024-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1026727-225-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "163b9af7-f3de-4edf-803d-0b591dd753c0",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CAMINA"
          },
          "direction": "in",
          "count": 52,
          "monto_sum": 32073415.0,
          "date_min": "2022-06-01",
          "date_max": "2026-06-18",
          "sample": [
            {
              "date": "2026-03-17",
              "monto": 732866.0,
              "date_to": "2026-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-68-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-26",
              "monto": 314649.0,
              "date_to": "2024-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-448-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-13",
              "monto": 973991.0,
              "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=4019-315-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-17",
              "monto": 155959.0,
              "date_to": "2026-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-44-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-01-17",
              "monto": 537000.0,
              "date_to": "2023-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-16-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-14",
              "monto": 696522.0,
              "date_to": "2026-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-119-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-29",
              "monto": 85680.0,
              "date_to": "2022-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-203-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-17",
              "monto": 259735.0,
              "date_to": "2023-05-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-206-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-24",
              "monto": 214226.0,
              "date_to": "2025-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4019-94-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-25",
              "monto": 1744824.0,
              "date_to": "2024-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4029-113-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "195d09d6-b756-43e3-b355-94a77e2e5917",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Local de Educación Pública Iquique"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 21178173.0,
          "date_min": "2022-10-24",
          "date_max": "2025-12-02",
          "sample": [
            {
              "date": "2024-12-02",
              "monto": 1462316.0,
              "date_to": "2024-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233607-634-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-10",
              "monto": 1053409.0,
              "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=1233607-657-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-02",
              "monto": 1999006.0,
              "date_to": "2025-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1426397-283-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8229cc8-a319-45d0-b737-c355bafb1fe6",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 20273427.0,
          "date_min": "2022-06-16",
          "date_max": "2026-04-06",
          "sample": [
            {
              "date": "2023-05-25",
              "monto": 1176029.0,
              "date_to": "2023-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-289-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-08",
              "monto": 1651531.0,
              "date_to": "2022-09-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-748-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-06",
              "monto": 359998.0,
              "date_to": "2026-04-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-82-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-16",
              "monto": 259182.0,
              "date_to": "2022-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-535-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 17136876.0,
          "date_min": "2022-08-10",
          "date_max": "2026-03-11",
          "sample": [
            {
              "date": "2023-10-12",
              "monto": 6312000.0,
              "date_to": "2023-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1053139-230-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "86a9b3f3-894d-43a5-8ecb-808a56752c4c",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL DE DEPORTES DE IQUIQUE"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 16418881.0,
          "date_min": "2024-10-03",
          "date_max": "2025-11-28",
          "sample": []
        },
        {
          "other": {
            "id": "7ec18499-d224-4d60-86be-976c127070a1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE HUARA"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 16189988.0,
          "date_min": "2022-07-27",
          "date_max": "2026-03-31",
          "sample": [
            {
              "date": "2025-10-15",
              "monto": 243869.0,
              "date_to": "2025-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=734808-201-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-11",
              "monto": 660000.0,
              "date_to": "2025-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058345-66-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-13",
              "monto": 1031730.0,
              "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=1058339-240-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63059842-cb62-4065-a485-03292c7beeb9",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 13826314.0,
          "date_min": "2022-09-30",
          "date_max": "2024-10-08",
          "sample": [
            {
              "date": "2024-10-08",
              "monto": 1012402.0,
              "date_to": "2024-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-123-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-18",
              "monto": 1930814.0,
              "date_to": "2024-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-58-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-04-27",
              "monto": 1298297.0,
              "date_to": "2023-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-21-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-22",
              "monto": 359992.0,
              "date_to": "2022-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-101-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-07",
              "monto": 740894.0,
              "date_to": "2022-11-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-100-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-14",
              "monto": 1889476.0,
              "date_to": "2023-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-48-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9d7987cd-0f88-49f7-b381-8573635069c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pica"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 13120313.0,
          "date_min": "2023-07-25",
          "date_max": "2026-04-21",
          "sample": [
            {
              "date": "2023-12-20",
              "monto": 1233499.0,
              "date_to": "2023-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=907562-173-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-28",
              "monto": 1514701.0,
              "date_to": "2024-06-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3885-343-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "97e55100-85cb-4d59-89a8-621c48c38a0f",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 12777487.0,
          "date_min": "2024-07-05",
          "date_max": "2026-05-20",
          "sample": [
            {
              "date": "2025-05-09",
              "monto": 6412606.0,
              "date_to": "2025-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1350296-894-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 10741216.0,
          "date_min": "2023-02-03",
          "date_max": "2025-06-23",
          "sample": [
            {
              "date": "2023-10-02",
              "monto": 237869.0,
              "date_to": "2023-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1989-111-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-03",
              "monto": 636119.0,
              "date_to": "2023-02-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1989-12-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7943cf01-0dc1-47a3-b52c-2be7dc52a80e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COLCHANE"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 10500605.0,
          "date_min": "2022-07-25",
          "date_max": "2026-05-19",
          "sample": [
            {
              "date": "2026-02-13",
              "monto": 479570.0,
              "date_to": "2026-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-63-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-19",
              "monto": 655194.0,
              "date_to": "2025-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-177-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-19",
              "monto": 407898.0,
              "date_to": "2026-05-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-159-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "59e98126-70a2-4a04-95e7-4dd79ae33219",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DEL TAMARUGAL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 9916476.0,
          "date_min": "2022-07-06",
          "date_max": "2024-11-29",
          "sample": []
        },
        {
          "other": {
            "id": "84de5cdf-1a88-46c3-8ade-010d949c166a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 9734177.0,
          "date_min": "2022-06-13",
          "date_max": "2025-11-05",
          "sample": []
        },
        {
          "other": {
            "id": "b4a621a3-2f1a-4260-a785-0a261631527f",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE IQUIQUE"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 8616037.0,
          "date_min": "2025-07-15",
          "date_max": "2026-06-23",
          "sample": []
        },
        {
          "other": {
            "id": "3e7d784e-3300-4612-9585-67236ed65c14",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 7679774.0,
          "date_min": "2022-08-10",
          "date_max": "2026-06-19",
          "sample": []
        },
        {
          "other": {
            "id": "9c195ef6-e929-44d6-ad73-7a4f05ee8d6a",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 6952834.0,
          "date_min": "2022-11-15",
          "date_max": "2024-12-04",
          "sample": [
            {
              "date": "2024-08-02",
              "monto": 1103011.0,
              "date_to": "2024-08-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3349-288-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "625af58f-b45c-498a-a8d8-d9f8eaffe5db",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 6646409.0,
          "date_min": "2023-07-03",
          "date_max": "2025-10-16",
          "sample": [
            {
              "date": "2023-12-05",
              "monto": 1870087.0,
              "date_to": "2023-12-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=935934-234-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-17",
              "monto": 499532.0,
              "date_to": "2023-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=935934-147-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7b99544a-dc12-4b68-9fdb-9eb0d0f268db",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 6019443.0,
          "date_min": "2023-02-02",
          "date_max": "2026-01-22",
          "sample": [
            {
              "date": "2024-02-22",
              "monto": 685135.0,
              "date_to": "2024-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3208-42-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "862dc1d8-d307-412d-bb25-b5c33331d92c",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE POZO ALMONTE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5766817.0,
          "date_min": "2024-06-11",
          "date_max": "2025-09-15",
          "sample": []
        },
        {
          "other": {
            "id": "2daf9dfb-742c-4103-bbb8-b4b28b186777",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 5398765.0,
          "date_min": "2022-10-11",
          "date_max": "2024-11-15",
          "sample": []
        },
        {
          "other": {
            "id": "b6c963af-1950-4cc6-b872-e571aeeaf368",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4800074.0,
          "date_min": "2022-06-13",
          "date_max": "2025-09-29",
          "sample": [
            {
              "date": "2023-04-20",
              "monto": 1695769.0,
              "date_to": "2023-04-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2948-78-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a84a2d8-3202-4dae-8f94-146534a81ce5",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4764712.0,
          "date_min": "2022-10-06",
          "date_max": "2026-07-03",
          "sample": [
            {
              "date": "2026-07-03",
              "monto": 544770.0,
              "date_to": "2026-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3159-107-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6676693a-f130-4763-b17f-53c19634c36d",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4717193.0,
          "date_min": "2022-11-29",
          "date_max": "2024-09-16",
          "sample": []
        },
        {
          "other": {
            "id": "691dd16d-2623-4e48-92f0-163b1747b559",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 4342517.0,
          "date_min": "2022-10-06",
          "date_max": "2025-12-04",
          "sample": [
            {
              "date": "2025-08-13",
              "monto": 324802.0,
              "date_to": "2025-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=948-131-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-08",
              "monto": 1380626.0,
              "date_to": "2023-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=948-66-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-10-06",
              "monto": 619276.0,
              "date_to": "2022-10-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=948-153-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "596ae4fc-d1f5-439c-a220-fcd38bbceb4d",
            "kind": "institucion_publica",
            "canonical_name": "Corporación de Asistencia Judicial de las Regiones de Tarapacá y Antofagasta"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4099172.0,
          "date_min": "2025-11-07",
          "date_max": "2025-11-07",
          "sample": []
        },
        {
          "other": {
            "id": "22be7736-8be2-4ade-89e4-208b626aea2f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA TAMARUGAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3901994.0,
          "date_min": "2025-03-14",
          "date_max": "2025-04-08",
          "sample": []
        },
        {
          "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": 4,
          "monto_sum": 3695277.0,
          "date_min": "2024-03-01",
          "date_max": "2025-12-17",
          "sample": [
            {
              "date": "2024-04-24",
              "monto": 1469019.0,
              "date_to": "2024-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1024-110-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-17",
              "monto": 58900.0,
              "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=942-4-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "91a94183-9736-4635-901c-66468562064f",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3613496.0,
          "date_min": "2023-06-09",
          "date_max": "2025-02-26",
          "sample": [
            {
              "date": "2023-06-09",
              "monto": 951094.0,
              "date_to": "2023-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3061-195-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "10e627fb-3fcd-493b-9fbc-e3e841a80509",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARÍA DE LAS CULTURAS Y LAS ARTES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3552234.0,
          "date_min": "2025-08-13",
          "date_max": "2026-05-15",
          "sample": [
            {
              "date": "2025-08-13",
              "monto": 1985491.0,
              "date_to": "2025-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4879-240-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3379654.0,
          "date_min": "2022-10-17",
          "date_max": "2025-11-12",
          "sample": [
            {
              "date": "2023-05-19",
              "monto": 1783537.0,
              "date_to": "2023-05-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=845-106-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-03-07",
              "monto": 416570.0,
              "date_to": "2023-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=845-41-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "575d4c68-5829-459c-88b6-ce6b442a43bc",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2966292.0,
          "date_min": "2023-07-03",
          "date_max": "2025-11-12",
          "sample": []
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2964087.0,
          "date_min": "2023-06-09",
          "date_max": "2025-10-09",
          "sample": []
        },
        {
          "other": {
            "id": "7b32ecfa-07a7-4634-b59b-357dc7cb4e81",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL DE TARAPACA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2816523.0,
          "date_min": "2022-06-24",
          "date_max": "2026-05-13",
          "sample": []
        },
        {
          "other": {
            "id": "a3f31e33-caf5-4fb4-b079-5b1785fe6aaa",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO DE ESTUDIO Y TRABAJO C.C.P. DE IQUIQUE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2632259.0,
          "date_min": "2025-12-17",
          "date_max": "2025-12-18",
          "sample": []
        },
        {
          "other": {
            "id": "3ce541c5-5874-4048-b598-2aa012e3013f",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2045267.0,
          "date_min": "2025-10-09",
          "date_max": "2025-10-09",
          "sample": []
        },
        {
          "other": {
            "id": "ae730e40-f85f-406e-a979-9ef0b24798c8",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DE TARAPACÁ"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1941850.0,
          "date_min": "2022-08-23",
          "date_max": "2025-12-18",
          "sample": [
            {
              "date": "2025-12-18",
              "monto": 149999.0,
              "date_to": "2025-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=951-1853-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb10df2f-d718-43dd-859e-04b647803434",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE ABASTECIMIENTO DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1557554.0,
          "date_min": "2023-04-24",
          "date_max": "2023-04-24",
          "sample": []
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1548880.0,
          "date_min": "2023-04-03",
          "date_max": "2023-04-03",
          "sample": []
        },
        {
          "other": {
            "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Capacitación y Empleo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1084923.0,
          "date_min": "2024-01-24",
          "date_max": "2024-01-24",
          "sample": []
        },
        {
          "other": {
            "id": "b33c3787-2484-44d1-847d-c0da5a77260b",
            "kind": "institucion_publica",
            "canonical_name": "Tesorería General de la República"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 874995.0,
          "date_min": "2023-12-04",
          "date_max": "2023-12-04",
          "sample": []
        },
        {
          "other": {
            "id": "7b7fe15f-84f9-4ca9-9132-62e906cb8c8a",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL INTERIOR"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 774970.0,
          "date_min": "2022-09-21",
          "date_max": "2022-09-21",
          "sample": []
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 703751.0,
          "date_min": "2025-11-18",
          "date_max": "2025-11-18",
          "sample": []
        },
        {
          "other": {
            "id": "9f4a5fce-5400-4478-b1bf-dd06a1478f29",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 695357.0,
          "date_min": "2023-03-01",
          "date_max": "2025-06-18",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 4,
        "count": 4,
        "monto_sum": 1618708.0
      }
    }
  },
  "card_updated_at": "2026-07-21T09:47:15.982008+00:00",
  "insights": {
    "stats": {
      "grado": 673,
      "monto_sum": 875696701.0,
      "grado_pctl": 0.6875207986688852,
      "monto_pctl": 0.6179700499168054,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-26",
            "monto": 3463084.0,
            "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=2591-472-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-06",
            "monto": 4320028.0,
            "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=2591-417-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-22",
            "monto": 380800.0,
            "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=2591-448-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-12",
            "monto": 1658725.0,
            "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=2591-703-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-18",
            "monto": 1444690.0,
            "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=2591-873-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-05",
            "monto": 1172188.0,
            "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=2591-924-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-25",
            "monto": 1287596.0,
            "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=2591-28-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-04",
            "monto": 1140002.0,
            "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=2591-905-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-14",
            "monto": 882493.0,
            "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=2591-966-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-23",
            "monto": 1356544.0,
            "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=2591-197-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-08",
            "monto": 15742575.0,
            "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=2591-251-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-10",
            "monto": 1020840.0,
            "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=2591-568-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-24",
            "monto": 2985059.0,
            "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=2591-1349-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-03",
            "monto": 6145914.0,
            "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=2591-162-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-02",
            "monto": 3199467.0,
            "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=2591-495-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-11",
            "monto": 3583930.0,
            "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=2591-637-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-09",
            "monto": 389903.0,
            "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=2591-817-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-26",
            "monto": 11659473.0,
            "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=2591-1004-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-22",
            "monto": 1005607.0,
            "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=2591-1112-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-08",
            "monto": 2138641.0,
            "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=2591-1007-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-18",
            "monto": 4795519.0,
            "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=2591-1096-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-12",
            "monto": 3141836.0,
            "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=2591-1071-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-23",
            "monto": 1478502.0,
            "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=2591-103-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-05",
            "monto": 378999.0,
            "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=2591-124-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-05",
            "monto": 5978917.0,
            "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=2591-138-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 1197999.0,
            "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=2591-208-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-30",
            "monto": 481819.0,
            "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=2591-227-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-25",
            "monto": 2494435.0,
            "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=2591-216-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 2007462.0,
            "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=2591-205-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-10",
            "monto": 2997610.0,
            "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=2591-155-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 2490000.0,
            "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=2591-209-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-25",
            "monto": 7845075.0,
            "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=2591-222-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-11",
            "monto": 1276929.0,
            "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=2591-159-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-30",
            "monto": 469800.0,
            "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=2591-234-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-22",
            "monto": 1199409.0,
            "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=2591-294-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-02",
            "monto": 308436.0,
            "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=2591-235-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-22",
            "monto": 346000.0,
            "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=2591-292-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-10",
            "monto": 399999.0,
            "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=2591-252-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-13",
            "monto": 8678144.0,
            "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=2591-273-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-29",
            "monto": 349524.0,
            "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=2591-347-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-10",
            "monto": 953996.0,
            "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=2591-254-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-28",
            "monto": 469933.0,
            "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=2591-447-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-28",
            "monto": 1492567.0,
            "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=2591-438-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-06",
            "monto": 999362.0,
            "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=2591-365-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-12",
            "monto": 787770.0,
            "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=2591-360-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-28",
            "monto": 1363071.0,
            "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=2591-448-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 7830355.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-88-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 9318122.0,
            "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=2591-471-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 13084270.0,
            "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=2591-472-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-03",
            "monto": 7740886.0,
            "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=2591-484-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 10995185.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-89-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 1311776.0,
            "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=2591-458-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-02",
            "monto": 4673084.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2591-122-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-23",
            "monto": 1783012.0,
            "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=2591-548-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 720778.0,
            "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=2591-524-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-02",
            "monto": 5560969.0,
            "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=2591-609-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-03",
            "monto": 3391471.0,
            "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=2591-607-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "4f50b9e1-b7d7-4e5e-a7c1-b831c52af74b",
            "kind": "empresa",
            "name": "BE SOLUTIONS, COMERCIALIZADORA DE PRODUCTOS BRUNO ESPINOZA E.I.R.L.",
            "role": "ancla"
          },
          {
            "id": "e055c4f1-e799-4dd8-a85b-d2ed6be23ecd",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE POZO ALMONTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 185770580.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 51,
        "monto": 496966298.0,
        "share": 0.546929975056508
      },
      "periodo": {
        "desde": "2022-05-25",
        "hasta": "2026-07-14"
      },
      "monto_total": 908647031.0,
      "n_contratos": 685,
      "serie_anual": [
        {
          "anio": 2022,
          "monto": 92438028.0
        },
        {
          "anio": 2023,
          "monto": 142917320.0
        },
        {
          "anio": 2024,
          "monto": 206831938.0
        },
        {
          "anio": 2025,
          "monto": 248212990.0
        },
        {
          "anio": 2026,
          "monto": 218246755.0
        }
      ],
      "td_conocidos": 682,
      "n_contrapartes": 54,
      "n_trato_directo": 433,
      "top_contrapartes": [
        {
          "id": "e055c4f1-e799-4dd8-a85b-d2ed6be23ecd",
          "name": "ILUSTRE MUNICIPALIDAD DE POZO ALMONTE",
          "monto": 213925523.0,
          "share": 0.23543302921990178
        },
        {
          "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
          "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
          "monto": 128908762.0,
          "share": 0.14186890795002224
        },
        {
          "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
          "name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria",
          "monto": 68846448.0,
          "share": 0.07576808777356804
        }
      ],
      "pct_trato_directo": 0.6348973607038123
    },
    "senales": [
      "433 de sus 682 contratos con dato fueron por trato directo (63%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}