{
  "id": "bd99abf0-2560-4b3b-8b69-0e0334add8ea",
  "kind": "persona",
  "canonical_name": "Marcelino Humberto Sepúlveda Gajardo",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "14485452-7"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 236,
      "monto_sum": 937215688.0,
      "groups": [
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 94,
          "monto_sum": 625493366.0,
          "date_min": "2022-12-19",
          "date_max": "2026-04-24",
          "sample": [
            {
              "date": "2025-02-18",
              "monto": 11085000.0,
              "date_to": "2025-02-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-7-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-24",
              "monto": 3695000.0,
              "date_to": "2026-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-127-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-27",
              "monto": 11085000.0,
              "date_to": "2026-01-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-31-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-08",
              "monto": 3202333.0,
              "date_to": "2025-09-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-178-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-01",
              "monto": 3748500.0,
              "date_to": "2023-02-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-25-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-19",
              "monto": 5188400.0,
              "date_to": "2026-01-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-13-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-21",
              "monto": 3202333.0,
              "date_to": "2025-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-204-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-01",
              "monto": 3748500.0,
              "date_to": "2023-02-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-29-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-08",
              "monto": 5443258.0,
              "date_to": "2023-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-289-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-27",
              "monto": 3695000.0,
              "date_to": "2025-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-121-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c666d90f-272d-45a9-a00b-c5dc1306e950",
            "kind": "institucion_publica",
            "canonical_name": "Hospital de Constitución"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 101733620.0,
          "date_min": "2025-02-14",
          "date_max": "2026-02-09",
          "sample": [
            {
              "date": "2026-02-04",
              "monto": 8390000.0,
              "date_to": "2026-02-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-139-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-09",
              "monto": 8390000.0,
              "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=1511-20-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-04",
              "monto": 8390000.0,
              "date_to": "2026-02-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-141-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-04",
              "monto": 8390000.0,
              "date_to": "2025-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-6781-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-09",
              "monto": 8390000.0,
              "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=1511-7706-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-09",
              "monto": 5593333.0,
              "date_to": "2026-02-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-145-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-04",
              "monto": 8390000.0,
              "date_to": "2026-02-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-140-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-04",
              "monto": 8390010.0,
              "date_to": "2025-06-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-6983-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-14",
              "monto": 8390000.0,
              "date_to": "2025-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1511-6925-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 60540400.0,
          "date_min": "2025-04-16",
          "date_max": "2026-06-11",
          "sample": [
            {
              "date": "2025-06-06",
              "monto": 398000.0,
              "date_to": "2025-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-974-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-11",
              "monto": 489000.0,
              "date_to": "2026-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-752-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-14",
              "monto": 890000.0,
              "date_to": "2025-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1812-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-26",
              "monto": 748000.0,
              "date_to": "2025-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1940-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-14",
              "monto": 998000.0,
              "date_to": "2025-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1827-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-10",
              "monto": 374000.0,
              "date_to": "2025-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-2365-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-15",
              "monto": 449000.0,
              "date_to": "2025-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1540-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-08",
              "monto": 2136000.0,
              "date_to": "2025-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-2320-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-27",
              "monto": 3234000.0,
              "date_to": "2025-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1956-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-16",
              "monto": 32988000.0,
              "date_to": "2025-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2295-59-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12565859-1aa0-4ebd-8a59-00986ba8a08c",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Maule"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 39255110.0,
          "date_min": "2025-02-14",
          "date_max": "2025-07-11",
          "sample": [
            {
              "date": "2025-03-13",
              "monto": 5976190.0,
              "date_to": "2025-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-240-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-11",
              "monto": 5621965.0,
              "date_to": "2025-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-610-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-09",
              "monto": 7086760.0,
              "date_to": "2025-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1978-340-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE SAN CLEMENTE"
          },
          "direction": "in",
          "count": 29,
          "monto_sum": 31844267.0,
          "date_min": "2007-05-15",
          "date_max": "2025-06-24",
          "sample": [
            {
              "date": "2007-05-15",
              "monto": 2.0,
              "date_to": "2007-05-15",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4451-2-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-24",
              "monto": 24107000.0,
              "date_to": "2025-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4404-181-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-05",
              "monto": 80000.0,
              "date_to": "2008-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-684-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-10",
              "monto": 1200000.0,
              "date_to": "2007-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-1281-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-23",
              "monto": 80000.0,
              "date_to": "2008-09-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-11785-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-11",
              "monto": 70000.0,
              "date_to": "2008-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-11753-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-28",
              "monto": 60000.0,
              "date_to": "2008-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-557-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-24",
              "monto": 540000.0,
              "date_to": "2008-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-531-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-12",
              "monto": 290000.0,
              "date_to": "2008-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-12229-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-18",
              "monto": 130000.0,
              "date_to": "2008-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-12028-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "127f3d22-02d0-46ab-9d73-697bf2b715d6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 12283820.0,
          "date_min": "2025-01-02",
          "date_max": "2025-03-31",
          "sample": [
            {
              "date": "2025-03-07",
              "monto": 2254000.0,
              "date_to": "2025-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1391-415-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "52ee8379-d167-4031-97f4-7fe63a348456",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Rauco"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 10921500.0,
          "date_min": "2024-11-11",
          "date_max": "2026-05-19",
          "sample": [
            {
              "date": "2026-05-19",
              "monto": 1592500.0,
              "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=3876-94-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-16",
              "monto": 695000.0,
              "date_to": "2025-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3876-59-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-03",
              "monto": 420000.0,
              "date_to": "2024-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3843-241-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-27",
              "monto": 1680000.0,
              "date_to": "2025-08-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3843-181-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-08",
              "monto": 1596000.0,
              "date_to": "2025-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3843-85-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "64564ebc-7511-404c-a90d-f850e141a697",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE PENCAHUE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 10779000.0,
          "date_min": "2024-11-22",
          "date_max": "2025-11-10",
          "sample": [
            {
              "date": "2024-11-22",
              "monto": 1300000.0,
              "date_to": "2024-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4492-134-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-04",
              "monto": 3950000.0,
              "date_to": "2024-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4492-169-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3942a085-899a-4661-92b1-f31cc5376cbd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4460000.0,
          "date_min": "2024-08-27",
          "date_max": "2025-11-04",
          "sample": [
            {
              "date": "2024-10-23",
              "monto": 2500000.0,
              "date_to": "2024-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-442-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-07",
              "monto": 1290000.0,
              "date_to": "2024-11-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-456-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4ddf7c95-4b60-4352-872d-954328efbed6",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL DE DEPORTES Y RECREACION DE MOLINA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3868800.0,
          "date_min": "2025-01-29",
          "date_max": "2025-02-07",
          "sample": [
            {
              "date": "2025-02-07",
              "monto": 599900.0,
              "date_to": "2025-02-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1230732-4-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-29",
              "monto": 2099000.0,
              "date_to": "2025-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1230732-1-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d646b89c-2390-4b2f-9b67-b13354df8db3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pelarco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3722990.0,
          "date_min": "2025-05-23",
          "date_max": "2025-09-17",
          "sample": [
            {
              "date": "2025-05-23",
              "monto": 799990.0,
              "date_to": "2025-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3767-85-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-17",
              "monto": 1505000.0,
              "date_to": "2025-09-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3767-191-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2734500.0,
          "date_min": "2026-03-09",
          "date_max": "2026-07-15",
          "sample": [
            {
              "date": "2026-03-09",
              "monto": 545000.0,
              "date_to": "2026-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-355-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "85345081-1aca-4c7a-b9d4-a9a2df446080",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE COLBUN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2693000.0,
          "date_min": "2025-09-17",
          "date_max": "2025-10-28",
          "sample": [
            {
              "date": "2025-10-28",
              "monto": 1587000.0,
              "date_to": "2025-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-850-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-17",
              "monto": 1106000.0,
              "date_to": "2025-09-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-731-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1e83b50-8682-4184-9bfc-6b92f217d4bc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Maule"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2682000.0,
          "date_min": "2024-11-26",
          "date_max": "2024-12-05",
          "sample": [
            {
              "date": "2024-11-26",
              "monto": 1596000.0,
              "date_to": "2024-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4689-582-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7903593-cf42-4d63-b78c-0f1bc041ea0a",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Licantén"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2562500.0,
          "date_min": "2025-07-02",
          "date_max": "2026-06-09",
          "sample": [
            {
              "date": "2026-06-09",
              "monto": 370000.0,
              "date_to": "2026-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3299-201-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2f9966ba-275e-47f4-86e1-4b84d514887d",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE LOS ÁLAMOS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2232000.0,
          "date_min": "2026-06-17",
          "date_max": "2026-06-17",
          "sample": []
        },
        {
          "other": {
            "id": "6f03eff7-406a-4aba-aa4b-43b5e0b04c85",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualañe"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2067000.0,
          "date_min": "2024-11-11",
          "date_max": "2025-08-05",
          "sample": [
            {
              "date": "2025-08-05",
              "monto": 489000.0,
              "date_to": "2025-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3968-145-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-05",
              "monto": 489000.0,
              "date_to": "2025-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3968-147-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d2ddf028-922b-4ebe-bf01-45659525492e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curepto"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1957000.0,
          "date_min": "2024-12-24",
          "date_max": "2026-05-28",
          "sample": [
            {
              "date": "2026-05-28",
              "monto": 1532000.0,
              "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=4315-248-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e53fd776-26be-4013-9d90-f7cadca0a097",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA MAULE COSTA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1909000.0,
          "date_min": "2025-05-07",
          "date_max": "2025-07-18",
          "sample": [
            {
              "date": "2025-05-07",
              "monto": 895000.0,
              "date_to": "2025-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233619-266-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cd62c4d3-ff6a-4a66-8b16-18dffcfc8452",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN JAVIER"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1605000.0,
          "date_min": "2024-11-15",
          "date_max": "2025-11-18",
          "sample": []
        },
        {
          "other": {
            "id": "fa830775-f468-4972-8ebe-e43cd9b7e872",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1519000.0,
          "date_min": "2024-11-21",
          "date_max": "2025-08-07",
          "sample": [
            {
              "date": "2025-08-07",
              "monto": 894000.0,
              "date_to": "2025-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-441-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bc617907-c994-477a-87bc-db10fbd55962",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE DERECHOS HUMANOS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1250000.0,
          "date_min": "2024-10-01",
          "date_max": "2024-10-01",
          "sample": []
        },
        {
          "other": {
            "id": "edae6437-cfcc-4634-b992-36e5f41c7cd0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Romeral"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1200505.0,
          "date_min": "2024-11-05",
          "date_max": "2024-11-21",
          "sample": [
            {
              "date": "2024-11-21",
              "monto": 540000.0,
              "date_to": "2024-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4475-535-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1070000.0,
          "date_min": "2025-10-03",
          "date_max": "2025-10-03",
          "sample": [
            {
              "date": "2025-10-03",
              "monto": 1070000.0,
              "date_to": "2025-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4085-569-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aebf509c-f647-42b7-ada2-57e880f80ba3",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LONGAVI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 980705.0,
          "date_min": "2024-10-10",
          "date_max": "2024-11-20",
          "sample": []
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 958000.0,
          "date_min": "2026-05-28",
          "date_max": "2026-05-28",
          "sample": [
            {
              "date": "2026-05-28",
              "monto": 958000.0,
              "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=2440-715-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b2020aef-29cd-40ea-8898-e46cbddc61a2",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE TALCA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 890000.0,
          "date_min": "2023-12-01",
          "date_max": "2025-09-05",
          "sample": [
            {
              "date": "2023-12-01",
              "monto": 240000.0,
              "date_to": "2023-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5056-2706-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-05",
              "monto": 650000.0,
              "date_to": "2025-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5056-2569-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "83cce78a-028f-4f06-bb88-6134446d3149",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RIO CLARO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 810000.0,
          "date_min": "2025-12-15",
          "date_max": "2025-12-15",
          "sample": []
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 545605.0,
          "date_min": "2024-09-24",
          "date_max": "2025-02-08",
          "sample": [
            {
              "date": "2024-09-24",
              "monto": 605.0,
              "date_to": "2024-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=547641-300-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-02-08",
              "monto": 545000.0,
              "date_to": "2025-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-66-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58ee1125-af36-409c-94e5-bc1f764dc47a",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PARRAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 530000.0,
          "date_min": "2024-10-01",
          "date_max": "2024-10-01",
          "sample": []
        },
        {
          "other": {
            "id": "3e7d784e-3300-4612-9585-67236ed65c14",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 459000.0,
          "date_min": "2025-07-24",
          "date_max": "2025-07-24",
          "sample": [
            {
              "date": "2025-07-24",
              "monto": 459000.0,
              "date_to": "2025-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5194-198-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 430000.0,
          "date_min": "2024-11-28",
          "date_max": "2024-11-28",
          "sample": []
        },
        {
          "other": {
            "id": "42839db7-f9d0-49d9-b1da-5a01198603a8",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL DE CULTURA Y ARTES DE MOLINA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 395000.0,
          "date_min": "2025-04-10",
          "date_max": "2025-04-10",
          "sample": []
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 383000.0,
          "date_min": "2024-11-07",
          "date_max": "2024-11-07",
          "sample": []
        },
        {
          "other": {
            "id": "db2d15e1-39b1-4ce8-931d-2ccd540c4ca0",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE MOLINA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 280000.0,
          "date_min": "2025-07-18",
          "date_max": "2025-07-18",
          "sample": [
            {
              "date": "2025-07-18",
              "monto": 280000.0,
              "date_to": "2025-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191164-1-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "997e7bee-51d8-4fb1-af5b-c6300f71c400",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN CLEMENTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 170000.0,
          "date_min": "2007-09-26",
          "date_max": "2008-04-28",
          "sample": [
            {
              "date": "2007-09-26",
              "monto": 40000.0,
              "date_to": "2007-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4421-61-CA07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-28",
              "monto": 130000.0,
              "date_to": "2008-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4421-17-CA08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T09:23:52.481236+00:00",
  "insights": {
    "stats": {
      "grado": 235,
      "monto_sum": 936395688.0,
      "grado_pctl": 0.7611362169141381,
      "monto_pctl": 0.9538411878631375,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-24",
            "monto": 24107000.0,
            "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=4404-181-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-10",
            "monto": 1200000.0,
            "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=4451-1281-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-11",
            "monto": 150000.0,
            "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=4451-1285-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-22",
            "monto": 140000.0,
            "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=4451-264-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-28",
            "monto": 405.0,
            "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=4451-289-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-01",
            "monto": 210000.0,
            "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=4451-424-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-24",
            "monto": 540000.0,
            "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=4451-531-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-28",
            "monto": 60000.0,
            "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=4451-557-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-25",
            "monto": 70000.0,
            "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=4451-544-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 50000.0,
            "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=4451-569-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-04",
            "monto": 65000.0,
            "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=4451-442-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-28",
            "monto": 60000.0,
            "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=4451-556-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-06",
            "monto": 305.0,
            "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=4451-583-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-27",
            "monto": 305.0,
            "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=4451-649-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-05",
            "monto": 80000.0,
            "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=4451-684-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-29",
            "monto": 450000.0,
            "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=4451-11713-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-26",
            "monto": 55000.0,
            "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=4421-11036-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 70000.0,
            "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=4451-11824-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-23",
            "monto": 80000.0,
            "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=4451-11785-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-11",
            "monto": 70000.0,
            "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=4451-11753-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-14",
            "monto": 120000.0,
            "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=4404-11210-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-29",
            "monto": 1080000.0,
            "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=4451-11973-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-08",
            "monto": 90000.0,
            "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=4404-11202-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-27",
            "monto": 130000.0,
            "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=4404-11226-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-06",
            "monto": 2100000.0,
            "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=4451-11861-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-18",
            "monto": 130000.0,
            "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=4451-12028-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-12",
            "monto": 290000.0,
            "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=4451-12229-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-15",
            "monto": 2.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4451-2-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-04-11",
            "monto": 446250.0,
            "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=4451-306-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd99abf0-2560-4b3b-8b69-0e0334add8ea",
            "kind": "persona",
            "name": "MARCELINO HUMBERTO SEPÚLVEDA GAJARDO",
            "role": "ancla"
          },
          {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE SAN CLEMENTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 31844267.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 33,
        "monto": 149448302.0,
        "share": 0.15945988091484017
      },
      "periodo": {
        "desde": "2007-05-15",
        "hasta": "2026-07-15"
      },
      "monto_total": 937215688.0,
      "n_contratos": 236,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 1390002.0
        },
        {
          "anio": 2008,
          "monto": 6071015.0
        },
        {
          "anio": 2019,
          "monto": 446250.0
        },
        {
          "anio": 2022,
          "monto": 1999200.0
        },
        {
          "anio": 2023,
          "monto": 31563774.0
        },
        {
          "anio": 2024,
          "monto": 196510329.0
        },
        {
          "anio": 2025,
          "monto": 455472586.0
        },
        {
          "anio": 2026,
          "monto": 243762532.0
        }
      ],
      "td_conocidos": 235,
      "n_contrapartes": 36,
      "n_trato_directo": 63,
      "top_contrapartes": [
        {
          "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
          "name": "Corporación Nacional Forestal - CONAF",
          "monto": 625493366.0,
          "share": 0.6673953221320811
        },
        {
          "id": "c666d90f-272d-45a9-a00b-c5dc1306e950",
          "name": "Hospital de Constitución",
          "monto": 101733620.0,
          "share": 0.1085487805022743
        },
        {
          "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
          "name": "I. MUNICIPALIDAD DE TALCA",
          "monto": 60540400.0,
          "share": 0.06459601645080444
        }
      ],
      "pct_trato_directo": 0.2680851063829787
    },
    "senales": [
      "63 de sus 235 contratos con dato fueron por trato directo (27%)",
      "El 67% de su monto contratado corresponde a Corporación Nacional Forestal - CONAF"
    ],
    "built_at": "2026-07-09",
    "editorial": [
      "Top 5% por monto en sin_clasificar"
    ]
  }
}