{
  "id": "00151795-d53e-4f26-92ea-d2863561dac8",
  "kind": "institucion_publica",
  "canonical_name": "Corporación Municipal de Panguipulli",
  "identity_class": "fuerte",
  "organism_code": "7483",
  "subunit_name": "Salud",
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "71016300-6"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 7242,
      "monto_sum": 14960967090.0,
      "groups": [
        {
          "other": {
            "id": "af865086-8587-45c6-9f41-a2c00b1da256",
            "kind": "persona",
            "canonical_name": "Pablo César Sepúlveda Maureira"
          },
          "direction": "out",
          "count": 10,
          "monto_sum": 1374475143.0,
          "date_min": "2023-02-21",
          "date_max": "2026-03-30",
          "sample": [
            {
              "date": "2024-06-05",
              "monto": 15000123.0,
              "date_to": "2024-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-228-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "dda8e504-013d-4354-980a-026a32762b6c",
            "kind": "empresa",
            "canonical_name": "ABASTECEDORA DE COMBUSTIBLES S A"
          },
          "direction": "out",
          "count": 231,
          "monto_sum": 1133528400.0,
          "date_min": "2012-09-03",
          "date_max": "2026-06-25",
          "sample": [
            {
              "date": "2012-09-03",
              "monto": 1706568.0,
              "date_to": "2012-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-60-CM12",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-10-12",
              "monto": 4085365.0,
              "date_to": "2018-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-135-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-04",
              "monto": 1094562.0,
              "date_to": "2022-08-04",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-61-CM22",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-07-18",
              "monto": 2979248.0,
              "date_to": "2014-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-50-CM14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "dce05130-f863-4beb-b5c5-b6dd92ba0162",
            "kind": "persona",
            "canonical_name": "Bruno Ramiro Ortiz Martinez"
          },
          "direction": "out",
          "count": 8,
          "monto_sum": 826249631.0,
          "date_min": "2023-06-01",
          "date_max": "2024-06-05",
          "sample": [
            {
              "date": "2024-06-05",
              "monto": 2897466.0,
              "date_to": "2024-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-227-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "96903eee-820f-4d56-8e45-f00847a851b5",
            "kind": "empresa",
            "canonical_name": "BLOQUEADA -Of.Z.Norte 1°y 2°Reg.(taltal, A.Ver"
          },
          "direction": "out",
          "count": 107,
          "monto_sum": 470971741.0,
          "date_min": "2016-11-30",
          "date_max": "2026-07-01",
          "sample": [
            {
              "date": "2018-02-15",
              "monto": 2200000.0,
              "date_to": "2018-02-15",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-33-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-10-02",
              "monto": 1700000.0,
              "date_to": "2018-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-132-CM18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e03d07a-8d3f-43ac-ad3a-95eb9669d6f7",
            "kind": "empresa",
            "canonical_name": "soldaduras victor farias ibarra E.I.R.L"
          },
          "direction": "out",
          "count": 9,
          "monto_sum": 359301997.0,
          "date_min": "2022-08-24",
          "date_max": "2024-09-30",
          "sample": []
        },
        {
          "other": {
            "id": "3af3b05d-5082-4ce8-bc3e-3fcaf33e07fd",
            "kind": "persona",
            "canonical_name": "Simón César Delgado Castillo"
          },
          "direction": "out",
          "count": 16,
          "monto_sum": 355801657.0,
          "date_min": "2023-02-21",
          "date_max": "2026-04-22",
          "sample": []
        },
        {
          "other": {
            "id": "69aebd16-8722-4a82-ad53-e24affcf5905",
            "kind": "persona",
            "canonical_name": "Álvaro Fabián Hernández Salazar"
          },
          "direction": "out",
          "count": 36,
          "monto_sum": 350018015.0,
          "date_min": "2023-05-02",
          "date_max": "2026-07-08",
          "sample": []
        },
        {
          "other": {
            "id": "3d4c848d-9ec0-4577-8554-81c055663e37",
            "kind": "empresa",
            "canonical_name": "FUNDACION HOSPITAL PANGUIPULLI"
          },
          "direction": "out",
          "count": 8,
          "monto_sum": 285396377.0,
          "date_min": "2023-12-29",
          "date_max": "2026-07-09",
          "sample": [
            {
              "date": "2026-07-09",
              "monto": 71028065.0,
              "date_to": "2026-07-09",
              "rel_type": "adjudico_licitacion",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-18-LE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "46132b9f-e13e-4ab6-a77d-3cf29ebad7b6",
            "kind": "empresa",
            "canonical_name": "GUILLERMO HARDING Y CIA LTDA"
          },
          "direction": "out",
          "count": 173,
          "monto_sum": 279484328.0,
          "date_min": "2017-07-25",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2019-10-11",
              "monto": 1182730.0,
              "date_to": "2019-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-77-CM19",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-12-21",
              "monto": 385560.0,
              "date_to": "2018-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-154-CM18",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-25",
              "monto": 83776.0,
              "date_to": "2024-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1003-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-27",
              "monto": 2104086.0,
              "date_to": "2024-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1449-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-12",
              "monto": 3256272.0,
              "date_to": "2024-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1381-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a2658a4e-ca15-4f3e-a1af-219277eb9f33",
            "kind": "persona",
            "canonical_name": "Sergio Arturo Farías Espinoza"
          },
          "direction": "out",
          "count": 28,
          "monto_sum": 211442820.0,
          "date_min": "2022-12-23",
          "date_max": "2024-07-24",
          "sample": []
        },
        {
          "other": {
            "id": "61cc2aca-3b4a-4829-868d-8d1ce122c01f",
            "kind": "empresa",
            "canonical_name": "VAMPRODEN SPA"
          },
          "direction": "out",
          "count": 59,
          "monto_sum": 210418447.0,
          "date_min": "2022-09-23",
          "date_max": "2026-06-12",
          "sample": [
            {
              "date": "2026-06-02",
              "monto": 23713948.0,
              "date_to": "2026-06-02",
              "rel_type": "adjudico_licitacion",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-15-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-10",
              "monto": 309400.0,
              "date_to": "2023-11-10",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-915-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2398dac0-901f-463e-bb6e-b0462ba55c74",
            "kind": "empresa",
            "canonical_name": "FERRETERIA JARAMILLO LIMITADA"
          },
          "direction": "out",
          "count": 217,
          "monto_sum": 198428762.0,
          "date_min": "2022-08-02",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2022-12-19",
              "monto": 494698.0,
              "date_to": "2022-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-330-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-14",
              "monto": 2247664.0,
              "date_to": "2023-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-123-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-26",
              "monto": 228820.0,
              "date_to": "2024-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-439-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-14",
              "monto": 5666520.0,
              "date_to": "2023-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-122-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a17baaa4-0af6-46a9-9264-11fe0dbc1607",
            "kind": "empresa",
            "canonical_name": "Andes Sur Spa"
          },
          "direction": "out",
          "count": 8,
          "monto_sum": 190856606.0,
          "date_min": "2023-03-08",
          "date_max": "2026-01-22",
          "sample": []
        },
        {
          "other": {
            "id": "1a497279-b949-452e-a289-459645f3f8cc",
            "kind": "empresa",
            "canonical_name": "FARMACEUTICA CARIBEAN LTDA"
          },
          "direction": "out",
          "count": 110,
          "monto_sum": 170746734.0,
          "date_min": "2022-11-08",
          "date_max": "2026-07-08",
          "sample": []
        },
        {
          "other": {
            "id": "2f6ad1bc-b5ff-47ab-9328-e3004489ac89",
            "kind": "empresa",
            "canonical_name": "TRANSPORTES Y SERVICIOS FORESTALES INZUNZA SPA"
          },
          "direction": "out",
          "count": 63,
          "monto_sum": 166199356.0,
          "date_min": "2023-05-12",
          "date_max": "2026-03-24",
          "sample": [
            {
              "date": "2024-04-02",
              "monto": 1606500.0,
              "date_to": "2024-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-275-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "canonical_name": "Comercial San Fernando"
          },
          "direction": "out",
          "count": 46,
          "monto_sum": 156175347.0,
          "date_min": "2024-05-07",
          "date_max": "2024-11-19",
          "sample": [
            {
              "date": "2024-08-14",
              "monto": 1104392.0,
              "date_to": "2024-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267925-77-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-05",
              "monto": 11216981.0,
              "date_to": "2024-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-225-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "644627b2-467a-4a71-9201-373f4fe2e149",
            "kind": "empresa",
            "canonical_name": "Novofarma Service S.A. - BioCross S.A."
          },
          "direction": "out",
          "count": 87,
          "monto_sum": 140851435.0,
          "date_min": "2023-01-10",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2025-12-02",
              "monto": 536459.0,
              "date_to": "2025-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4584-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2f7c26b4-c1b2-41cf-8fa0-dd2c476627f7",
            "kind": "empresa",
            "canonical_name": "GASCO GLP - DIVISION NORTE"
          },
          "direction": "out",
          "count": 61,
          "monto_sum": 140839168.0,
          "date_min": "2012-08-06",
          "date_max": "2026-03-24",
          "sample": []
        },
        {
          "other": {
            "id": "a83ec824-2df0-475a-9079-c3f27d3fb65c",
            "kind": "empresa",
            "canonical_name": "SOCIEDAD DE INGENIERÍA APLICADA EFEYER LIMITADA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 140574588.0,
          "date_min": "2024-03-12",
          "date_max": "2024-03-12",
          "sample": []
        },
        {
          "other": {
            "id": "3086aa91-d04b-4511-ad26-aa3a9abcbc67",
            "kind": "empresa",
            "canonical_name": "PROVEEDORES INTEGRALES PRISA S A"
          },
          "direction": "out",
          "count": 39,
          "monto_sum": 127830092.0,
          "date_min": "2010-08-19",
          "date_max": "2025-10-28",
          "sample": [
            {
              "date": "2022-11-28",
              "monto": 102018.0,
              "date_to": "2022-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-237-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c2ae81ad-18a8-4988-bfad-b6ea929f9c1e",
            "kind": "empresa",
            "canonical_name": "Comercial Fouad E.I.R.L."
          },
          "direction": "out",
          "count": 489,
          "monto_sum": 124138416.0,
          "date_min": "2022-09-27",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2024-10-11",
              "monto": 214568.0,
              "date_to": "2024-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-51-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-26",
              "monto": 258525.0,
              "date_to": "2025-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267926-136-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-23",
              "monto": 299790.0,
              "date_to": "2024-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-430-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-15",
              "monto": 427269.0,
              "date_to": "2024-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-697-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-23",
              "monto": 199808.0,
              "date_to": "2024-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-754-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-13",
              "monto": 65808.0,
              "date_to": "2023-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-162-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06a012c0-05cf-44de-be99-4d07546b6e05",
            "kind": "persona",
            "canonical_name": "Fernando Alberto Veloso Oliva"
          },
          "direction": "out",
          "count": 89,
          "monto_sum": 123970132.0,
          "date_min": "2023-05-24",
          "date_max": "2025-11-11",
          "sample": [
            {
              "date": "2025-06-05",
              "monto": 514496.0,
              "date_to": "2025-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2829-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b3d0b46-5bd4-44cf-9f64-3abd450af3f3",
            "kind": "empresa",
            "canonical_name": "COMERCIALIZADORA  H Y C LIMITADA"
          },
          "direction": "out",
          "count": 29,
          "monto_sum": 119942458.0,
          "date_min": "2023-06-07",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2023-07-13",
              "monto": 1236796.0,
              "date_to": "2023-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-239-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b1589cf1-34a8-4754-93b2-459db287d217",
            "kind": "empresa",
            "canonical_name": "Mauricio"
          },
          "direction": "out",
          "count": 5,
          "monto_sum": 109590000.0,
          "date_min": "2023-05-22",
          "date_max": "2026-01-29",
          "sample": []
        },
        {
          "other": {
            "id": "4b8e142d-f2a5-4d86-be63-d33f7aa872a0",
            "kind": "empresa",
            "canonical_name": "LABORATORIO DENTAL JORGE PEREZ FLOODY E.I.R.L."
          },
          "direction": "out",
          "count": 86,
          "monto_sum": 91014176.0,
          "date_min": "2023-05-08",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2025-06-12",
              "monto": 114240.0,
              "date_to": "2025-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2871-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-26",
              "monto": 107100.0,
              "date_to": "2023-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-724-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "07eadacc-0e8c-467e-b4d4-12ed7574a0ac",
            "kind": "empresa",
            "canonical_name": "gester antonia"
          },
          "direction": "out",
          "count": 33,
          "monto_sum": 88166409.0,
          "date_min": "2023-04-26",
          "date_max": "2026-01-14",
          "sample": [
            {
              "date": "2024-11-08",
              "monto": 2013249.0,
              "date_to": "2024-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1247-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-10",
              "monto": 6545000.0,
              "date_to": "2025-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-13-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed70afda-4b4c-4fdc-8b93-e6cb2ada6024",
            "kind": "persona",
            "canonical_name": "Álvaro José Del Campo Sáez"
          },
          "direction": "out",
          "count": 18,
          "monto_sum": 86137707.0,
          "date_min": "2023-03-23",
          "date_max": "2026-05-20",
          "sample": []
        },
        {
          "other": {
            "id": "02c58721-3b83-43c0-be77-13e5c6dd07e2",
            "kind": "empresa",
            "canonical_name": "Abbott Laboratories de Chile L - ADD"
          },
          "direction": "out",
          "count": 29,
          "monto_sum": 84493108.0,
          "date_min": "2023-01-10",
          "date_max": "2026-06-09",
          "sample": []
        },
        {
          "other": {
            "id": "2cbbe124-89e8-44ff-8c75-2e712409e4fe",
            "kind": "empresa",
            "canonical_name": "Fundación Educación 2020"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": 83988819.0,
          "date_min": "2018-05-11",
          "date_max": "2018-05-11",
          "sample": []
        },
        {
          "other": {
            "id": "7a908c1c-83e9-40d3-a936-87a30a5e2301",
            "kind": "empresa",
            "canonical_name": "Hospital San Francisco de Pucon"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 80679199.0,
          "date_min": "2024-03-05",
          "date_max": "2025-04-15",
          "sample": []
        },
        {
          "other": {
            "id": "c23a995e-79f9-42a7-8b2a-d8cc098558be",
            "kind": "empresa",
            "canonical_name": "SOCIEDAD DE CONFECCIONES CLER LIMITADA"
          },
          "direction": "out",
          "count": 12,
          "monto_sum": 77798000.0,
          "date_min": "2022-11-18",
          "date_max": "2025-05-29",
          "sample": []
        },
        {
          "other": {
            "id": "8802f954-9900-4983-9da8-db9545dd933e",
            "kind": "empresa",
            "canonical_name": "MUNDO CLEAN"
          },
          "direction": "out",
          "count": 80,
          "monto_sum": 77250283.0,
          "date_min": "2023-05-24",
          "date_max": "2026-04-08",
          "sample": []
        },
        {
          "other": {
            "id": "fdcf3dc8-920b-48ae-a362-6edeaa855332",
            "kind": "empresa",
            "canonical_name": "ESMAX DISTRIBUCION LIMITADA"
          },
          "direction": "out",
          "count": 26,
          "monto_sum": 74392167.0,
          "date_min": "2022-07-11",
          "date_max": "2026-06-24",
          "sample": [
            {
              "date": "2022-10-19",
              "monto": 3300000.0,
              "date_to": "2022-10-19",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-140-CM22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6693c82d-5386-4962-8dc2-45b86c79cf03",
            "kind": "persona",
            "canonical_name": "Susana Del Carmen Beltrán Meza"
          },
          "direction": "out",
          "count": 12,
          "monto_sum": 73082000.0,
          "date_min": "2023-03-03",
          "date_max": "2024-08-07",
          "sample": []
        },
        {
          "other": {
            "id": "035d36ca-f015-44bf-92ed-db6bc632d913",
            "kind": "empresa",
            "canonical_name": "Roche Chile Ltda. Roche Diagnostics"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 72592499.0,
          "date_min": "2023-09-11",
          "date_max": "2023-11-29",
          "sample": []
        },
        {
          "other": {
            "id": "6871a5b0-93b5-464e-8128-c13f211094bb",
            "kind": "empresa",
            "canonical_name": "CRISTIAN ALEJANDRO SALAZAR GALLARDO"
          },
          "direction": "out",
          "count": 9,
          "monto_sum": 72361398.0,
          "date_min": "2024-10-10",
          "date_max": "2024-12-12",
          "sample": []
        },
        {
          "other": {
            "id": "917d4c00-5a48-468e-a560-ba985d1fcec6",
            "kind": "persona",
            "canonical_name": "Ariel Edgardo Mansilla Cabezas"
          },
          "direction": "out",
          "count": 14,
          "monto_sum": 71433410.0,
          "date_min": "2023-03-03",
          "date_max": "2024-07-24",
          "sample": [
            {
              "date": "2023-05-02",
              "monto": 9100000.0,
              "date_to": "2023-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-97-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "78d2d3b8-e654-4312-be19-225a1032ec8d",
            "kind": "persona",
            "canonical_name": "Cristina Lidia López Aravena"
          },
          "direction": "out",
          "count": 31,
          "monto_sum": 70032659.0,
          "date_min": "2023-03-03",
          "date_max": "2025-11-27",
          "sample": [
            {
              "date": "2024-03-21",
              "monto": 160000.0,
              "date_to": "2024-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-190-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-01",
              "monto": 340000.0,
              "date_to": "2025-09-01",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267926-86-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "87cd4181-0d4e-42e8-9de8-7e41bff2b808",
            "kind": "empresa",
            "canonical_name": "GTD MANQUEHUE S.A."
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 69177829.0,
          "date_min": "2025-05-30",
          "date_max": "2025-10-09",
          "sample": []
        },
        {
          "other": {
            "id": "e86253d6-e87e-40cd-9a63-4a9926fc846c",
            "kind": "empresa",
            "canonical_name": "INMED DROGUERIA LTDA."
          },
          "direction": "out",
          "count": 32,
          "monto_sum": 64925944.0,
          "date_min": "2018-01-05",
          "date_max": "2024-09-24",
          "sample": [
            {
              "date": "2024-09-12",
              "monto": 1264636.0,
              "date_to": "2024-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-993-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6efc90b5-8538-41f2-bf4e-7d7e4c718409",
            "kind": "empresa",
            "canonical_name": "ARTMED LIMITADA"
          },
          "direction": "out",
          "count": 36,
          "monto_sum": 64582043.0,
          "date_min": "2023-04-11",
          "date_max": "2026-07-13",
          "sample": [
            {
              "date": "2024-07-09",
              "monto": 2159850.0,
              "date_to": "2024-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-649-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "53a22f68-3c5f-4575-816a-60e203cac5ef",
            "kind": "persona",
            "canonical_name": "Humberto Daniel Mellado Cea"
          },
          "direction": "out",
          "count": 36,
          "monto_sum": 63369308.0,
          "date_min": "2023-03-09",
          "date_max": "2026-05-19",
          "sample": [
            {
              "date": "2023-12-04",
              "monto": 249999.0,
              "date_to": "2023-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267926-94-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7574c70e-da94-4fd6-91de-0eb53495a45b",
            "kind": "empresa",
            "canonical_name": "ALATHEIA MEDICAL SPA"
          },
          "direction": "out",
          "count": 42,
          "monto_sum": 63181467.0,
          "date_min": "2022-09-23",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2024-03-07",
              "monto": 2126530.0,
              "date_to": "2024-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-141-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b666cd8-dc6f-4a32-a4d7-89157f5af61c",
            "kind": "empresa",
            "canonical_name": "Servicios Oftalmologicos Fernando Eugenio Saini De"
          },
          "direction": "out",
          "count": 5,
          "monto_sum": 61200000.0,
          "date_min": "2023-03-09",
          "date_max": "2026-01-14",
          "sample": []
        },
        {
          "other": {
            "id": "bac5587f-d5bc-4d67-b8ca-14e2ab7b6705",
            "kind": "empresa",
            "canonical_name": "CONVERSIONES SAN JOSE - Vehículos Especiales"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 60868500.0,
          "date_min": "2023-01-26",
          "date_max": "2023-01-26",
          "sample": []
        },
        {
          "other": {
            "id": "2b7afef7-7217-4840-8dde-6b7a1c67d8dd",
            "kind": "empresa",
            "canonical_name": "DALYCEF SPA"
          },
          "direction": "out",
          "count": 9,
          "monto_sum": 60160000.0,
          "date_min": "2023-03-03",
          "date_max": "2024-07-05",
          "sample": []
        },
        {
          "other": {
            "id": "cb98fab7-f029-46ee-94ef-b36fe03e236d",
            "kind": "empresa",
            "canonical_name": "CIA NACIONAL DE TELEFONOS TELEFONICA DEL SUR S.A."
          },
          "direction": "out",
          "count": 6,
          "monto_sum": 57688176.0,
          "date_min": "2023-06-30",
          "date_max": "2024-10-03",
          "sample": []
        },
        {
          "other": {
            "id": "05cbd7cc-ad6e-490c-a6d8-2cfd30a6527d",
            "kind": "empresa",
            "canonical_name": "Servicios Industriales SPA"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": 57000000.0,
          "date_min": "2023-01-25",
          "date_max": "2023-05-16",
          "sample": []
        },
        {
          "other": {
            "id": "c337a566-0a6f-4a09-918d-ab9f716e3c79",
            "kind": "empresa",
            "canonical_name": "LABORATORIO CHILE S.A."
          },
          "direction": "out",
          "count": 63,
          "monto_sum": 55332603.0,
          "date_min": "2013-03-25",
          "date_max": "2026-07-08",
          "sample": []
        },
        {
          "other": {
            "id": "12da3194-e39f-4e68-9533-bd37d429f7d2",
            "kind": "persona",
            "canonical_name": "Cristina Alejandra Barría Paredes"
          },
          "direction": "out",
          "count": 23,
          "monto_sum": 52511764.0,
          "date_min": "2023-04-03",
          "date_max": "2024-12-09",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 1079,
        "count": 4698,
        "monto_sum": 5360315972.0
      }
    }
  },
  "card_updated_at": "2026-07-21T07:27:14.371200+00:00",
  "insights": {
    "stats": {
      "grado": 7204,
      "monto_sum": 14794941317.0,
      "grado_pctl": 0.8389261744966443,
      "monto_pctl": 0.7651006711409396,
      "sector_code": "municipal"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-18",
            "monto": 737800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2894-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-02",
            "monto": 211000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2805-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-23",
            "monto": 147560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-92-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-07",
            "monto": 17651436.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2159-116-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-22",
            "monto": 424830.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-26-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-01",
            "monto": 243950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-36-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-05-02",
            "monto": 481950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-185-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-23",
            "monto": 239904.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-406-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-23",
            "monto": 571200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-624-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-11",
            "monto": 11096714.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-819-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-10",
            "monto": 309400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-915-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-10",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-916-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-19",
            "monto": 1592220.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1120-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-01-30",
            "monto": 1769530.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-61-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-01-23",
            "monto": 285600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-36-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-27",
            "monto": 445060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-103-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-06",
            "monto": 774690.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-76-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-06",
            "monto": 2499999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-117-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-06",
            "monto": 2499999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-118-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-06",
            "monto": 4999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-116-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-24",
            "monto": 392700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-391-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-23",
            "monto": 28673190.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-377-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-08",
            "monto": 1455132.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-300-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-26",
            "monto": 595000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-414-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-08",
            "monto": 1565558.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-301-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-10",
            "monto": 398650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-443-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-02",
            "monto": 742560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-642-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-04",
            "monto": 199920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-646-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-21",
            "monto": 889949.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-860-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-30",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-914-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-09",
            "monto": 261800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-976-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-01",
            "monto": 547400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1080-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-22",
            "monto": 323680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1171-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-06",
            "monto": 1172150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1207-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-10",
            "monto": 339150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1395-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-18",
            "monto": 421400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1412-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-15",
            "monto": 892500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-26-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-15",
            "monto": 1065050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-25-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-30",
            "monto": 1035300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-78-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-25",
            "monto": 2600000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-132-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-19",
            "monto": 423844.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2438-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-09",
            "monto": 3766968.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2640-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-09",
            "monto": 8579857.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2642-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-09",
            "monto": 5076318.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2639-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-09",
            "monto": 5076818.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2641-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-09",
            "monto": 11789980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2638-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-10",
            "monto": 8921440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4470-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-10",
            "monto": 3681717.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4476-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-10",
            "monto": 4083996.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4474-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-10",
            "monto": 2658544.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4475-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-04",
            "monto": 2012290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4602-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-16",
            "monto": 362950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-10138-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-06",
            "monto": 1065050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-116-TD26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-01",
            "monto": 642600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-185-TD26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 182499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-358-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-05",
            "monto": 1808800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-509-TD26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 28219598.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-501-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 23713948.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-15-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-12",
            "monto": 7000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-579-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "61cc2aca-3b4a-4829-868d-8d1ce122c01f",
            "kind": "empresa",
            "name": "VAMPRODEN SPA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 210418447.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-01-20",
            "monto": 6670000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-54-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-22",
            "monto": 206.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4424-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-07",
            "monto": 505.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4464-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-13",
            "monto": 6975000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-37-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-13",
            "monto": 6975000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-36-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-19",
            "monto": 5760000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-52-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-23",
            "monto": 3713515.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-382-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 6900000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-17-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 6900000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-626-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "079a0bef-58ee-474c-a86a-80205d92c1b8",
            "kind": "empresa",
            "name": "CENTRO MEDICO FRILAB LIMITADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 43894226.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-01",
            "monto": 7400000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-27-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-09",
            "monto": 597023.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-348-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-16",
            "monto": 226338.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-949-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-14",
            "monto": 185640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-96-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-12",
            "monto": 761600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-320-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-17",
            "monto": 1475600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-474-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-01",
            "monto": 8806000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2969-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "ac430051-b058-4ead-8eca-f51cd2d9dc8a",
            "kind": "empresa",
            "name": "Rescatelife limitada",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 19452201.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-30",
            "monto": 7936005.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2956-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-30",
            "monto": 6668912.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-26-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "5fe07a48-0fa9-42cc-9f5b-705f730f7eac",
            "kind": "empresa",
            "name": "REPUESTOS DEL MAULE SPA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14604917.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2024-02-27",
            "monto": 6177290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-1016-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-09",
            "monto": 213010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4365-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-11",
            "monto": 7029330.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-10127-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-02",
            "monto": 195000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-14-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-18",
            "monto": 304000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-16-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-18",
            "monto": 304000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-597-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "0abcb858-3a2a-4522-8324-d415e13b6b2b",
            "kind": "empresa",
            "name": "AYUDAS AUDIOVISUALES CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14222630.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-01",
            "monto": 440000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-27-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-08",
            "monto": 892500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-569-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-01",
            "monto": 523600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2968-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "fc931432-9420-47c1-bf91-4b218a0eae27",
            "kind": "empresa",
            "name": "SUR SPA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1856100.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-30",
            "monto": 522043.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2957-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-30",
            "monto": 438692.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-26-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "c548d15f-6d7d-4421-9fd0-e912982fe55f",
            "kind": "empresa",
            "name": "RIOSAN 21 DE MAYO 3033",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 960735.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-30",
            "monto": 182250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-2955-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-30",
            "monto": 153152.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1267885-26-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "name": "Corporación Municipal de Panguipulli",
            "role": "ancla"
          },
          {
            "id": "0a757840-c287-4dd8-927d-8f75e7a546b8",
            "kind": "empresa",
            "name": "COMERCIAL NEUMAVAL LIMITADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 335402.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 1120,
        "monto": 11626713916.0,
        "share": 0.7771365210589471
      },
      "periodo": {
        "desde": "2010-05-14",
        "hasta": "2026-07-17"
      },
      "monto_total": 14960967090.0,
      "n_contratos": 7242,
      "serie_anual": [
        {
          "anio": 2010,
          "monto": 19141549.0
        },
        {
          "anio": 2011,
          "monto": 14499002.0
        },
        {
          "anio": 2012,
          "monto": 31183434.0
        },
        {
          "anio": 2013,
          "monto": 47477511.0
        },
        {
          "anio": 2014,
          "monto": 81378959.0
        },
        {
          "anio": 2015,
          "monto": 25341347.0
        },
        {
          "anio": 2016,
          "monto": 91174541.0
        },
        {
          "anio": 2017,
          "monto": 170561207.0
        },
        {
          "anio": 2018,
          "monto": 322107620.0
        },
        {
          "anio": 2019,
          "monto": 130766765.0
        },
        {
          "anio": 2020,
          "monto": 155232985.0
        },
        {
          "anio": 2021,
          "monto": 241775641.0
        },
        {
          "anio": 2022,
          "monto": 747492347.0
        },
        {
          "anio": 2023,
          "monto": 4843829487.0
        },
        {
          "anio": 2024,
          "monto": 4693767567.0
        },
        {
          "anio": 2025,
          "monto": 1827037083.0
        },
        {
          "anio": 2026,
          "monto": 1518200045.0
        }
      ],
      "td_conocidos": 7232,
      "n_contrapartes": 1123,
      "n_trato_directo": 2477,
      "top_contrapartes": [
        {
          "id": "af865086-8587-45c6-9f41-a2c00b1da256",
          "name": "PABLO CÉSAR SEPÚLVEDA MAUREIRA",
          "monto": 1374475143.0,
          "share": 0.09187074169280858
        },
        {
          "id": "dda8e504-013d-4354-980a-026a32762b6c",
          "name": "ABASTECEDORA DE COMBUSTIBLES S A",
          "monto": 1133528400.0,
          "share": 0.07576571709442882
        },
        {
          "id": "dce05130-f863-4beb-b5c5-b6dd92ba0162",
          "name": "BRUNO RAMIRO ORTIZ MARTINEZ",
          "monto": 826249631.0,
          "share": 0.05522702015381547
        }
      ],
      "pct_trato_directo": 0.3425055309734513
    },
    "senales": [
      "2477 de sus 7232 contratos con dato fueron por trato directo (34%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}