{
  "id": "77897fbe-d963-4de2-8943-8fc467352f09",
  "kind": "persona",
  "canonical_name": "Fabiola Del Carmen Carvajal Martínez",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "11296884-9"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 574,
      "monto_sum": 211654916.0,
      "groups": [
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 64,
          "monto_sum": 54900111.0,
          "date_min": "2007-02-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 780000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-179-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 624000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-132-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-03-14",
              "monto": 266560.0,
              "date_to": "2023-03-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-274-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-06",
              "monto": 1469650.0,
              "date_to": "2023-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-970-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-28",
              "monto": 565607.0,
              "date_to": "2011-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-742-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-12",
              "monto": 773500.0,
              "date_to": "2023-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-644-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-07",
              "monto": 816102.0,
              "date_to": "2011-01-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-8-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-27",
              "monto": 15470.0,
              "date_to": "2022-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-783-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-02",
              "monto": 1689800.0,
              "date_to": "2009-03-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-238-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-13",
              "monto": 646408.0,
              "date_to": "2012-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-495-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 12862055.0,
          "date_min": "2022-02-22",
          "date_max": "2025-09-03",
          "sample": [
            {
              "date": "2022-12-09",
              "monto": 1418123.0,
              "date_to": "2022-12-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-887-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-12",
              "monto": 1904000.0,
              "date_to": "2023-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-843-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-03",
              "monto": 500038.0,
              "date_to": "2024-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-665-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-07",
              "monto": 242522.0,
              "date_to": "2022-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-365-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-20",
              "monto": 775582.0,
              "date_to": "2024-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2771-124-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3ebb366d-0bc9-40e3-afc8-b551629e0b90",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CHONCHI"
          },
          "direction": "in",
          "count": 31,
          "monto_sum": 11365037.0,
          "date_min": "2022-04-07",
          "date_max": "2025-03-12",
          "sample": [
            {
              "date": "2022-04-07",
              "monto": 327250.0,
              "date_to": "2022-04-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-280-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-05",
              "monto": 150416.0,
              "date_to": "2024-02-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-115-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-21",
              "monto": 289170.0,
              "date_to": "2024-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-178-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-13",
              "monto": 720664.0,
              "date_to": "2023-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-1109-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-10",
              "monto": 309876.0,
              "date_to": "2024-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-294-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-12",
              "monto": 299880.0,
              "date_to": "2025-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-244-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-25",
              "monto": 47600.0,
              "date_to": "2023-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-903-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-01-23",
              "monto": 761005.0,
              "date_to": "2024-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-62-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-02-05",
              "monto": 46410.0,
              "date_to": "2024-02-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3508-117-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5dcab942-4fc5-4a29-b9f5-a1f81e856e98",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 46,
          "monto_sum": 9272063.0,
          "date_min": "2021-12-30",
          "date_max": "2024-10-16",
          "sample": [
            {
              "date": "2022-11-28",
              "monto": 722925.0,
              "date_to": "2022-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-1207-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-03-16",
              "monto": 104244.0,
              "date_to": "2022-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-219-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-01",
              "monto": 154224.0,
              "date_to": "2022-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-448-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-19",
              "monto": 495040.0,
              "date_to": "2023-10-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-1003-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-13",
              "monto": 490280.0,
              "date_to": "2023-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4363-5-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-01-07",
              "monto": 264180.0,
              "date_to": "2022-01-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-18-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-10-14",
              "monto": 47600.0,
              "date_to": "2022-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-950-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-12-07",
              "monto": 261800.0,
              "date_to": "2022-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-1253-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-03-20",
              "monto": 76160.0,
              "date_to": "2023-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4363-1-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-15",
              "monto": 142800.0,
              "date_to": "2022-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4351-1130-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 9119915.0,
          "date_min": "2007-10-23",
          "date_max": "2023-08-01",
          "sample": [
            {
              "date": "2022-06-29",
              "monto": 1715980.0,
              "date_to": "2022-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-301-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-08-22",
              "monto": 186830.0,
              "date_to": "2013-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-482-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-14",
              "monto": 1362550.0,
              "date_to": "2023-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-48-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-02-16",
              "monto": 79135.0,
              "date_to": "2011-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-111-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-05-13",
              "monto": 109670.0,
              "date_to": "2013-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-743-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coelemu"
          },
          "direction": "in",
          "count": 33,
          "monto_sum": 8089345.0,
          "date_min": "2007-02-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 415500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-185-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 238000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-126-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 190000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-12-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 262400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-87-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 315110.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-20-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-18",
              "monto": 15000.0,
              "date_to": "2007-12-18",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-192-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-28",
              "monto": 26180.0,
              "date_to": "2009-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3784-334-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-09-11",
              "monto": 31416.0,
              "date_to": "2009-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3784-351-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-10",
              "monto": 101150.0,
              "date_to": "2008-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3784-11371-D108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5351906.0,
          "date_min": "2010-10-22",
          "date_max": "2025-07-29",
          "sample": []
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 4200045.0,
          "date_min": "2022-05-05",
          "date_max": "2023-11-22",
          "sample": [
            {
              "date": "2023-05-24",
              "monto": 95200.0,
              "date_to": "2023-05-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-1040-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-17",
              "monto": 1093431.0,
              "date_to": "2023-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-1249-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-14",
              "monto": 497420.0,
              "date_to": "2023-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-1402-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 3653300.0,
          "date_min": "2023-05-23",
          "date_max": "2024-03-06",
          "sample": []
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 3567620.0,
          "date_min": "2010-12-22",
          "date_max": "2024-08-23",
          "sample": [
            {
              "date": "2012-09-11",
              "monto": 108290.0,
              "date_to": "2012-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1269-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-10",
              "monto": 108290.0,
              "date_to": "2012-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4858-1396-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bb565ec7-9628-4d31-befb-af767b6076a2",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACIÓN MUNICIPAL DE EDUCACIÓN, SALUD Y ATENCIÓN DE MENORES CHONCHI"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 2779364.0,
          "date_min": "2023-05-15",
          "date_max": "2025-10-09",
          "sample": [
            {
              "date": "2025-10-09",
              "monto": 333200.0,
              "date_to": "2025-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1274907-530-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 2473428.0,
          "date_min": "2008-11-06",
          "date_max": "2023-02-07",
          "sample": [
            {
              "date": "2009-09-17",
              "monto": 190400.0,
              "date_to": "2009-09-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-954-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-04-23",
              "monto": 102816.0,
              "date_to": "2015-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-435-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-28",
              "monto": 14875.0,
              "date_to": "2012-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-1469-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1accb97-335b-4f9f-b748-71633f66fe0d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nacimiento"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2450567.0,
          "date_min": "2021-12-10",
          "date_max": "2023-08-21",
          "sample": [
            {
              "date": "2023-08-21",
              "monto": 329035.0,
              "date_to": "2023-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4358-324-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-05-03",
              "monto": 209440.0,
              "date_to": "2022-05-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4358-139-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-11",
              "monto": 634270.0,
              "date_to": "2022-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4358-575-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "068fd5dc-6db7-4872-b2b4-343da6fd2027",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2329068.0,
          "date_min": "2021-11-12",
          "date_max": "2022-10-19",
          "sample": [
            {
              "date": "2021-11-12",
              "monto": 549780.0,
              "date_to": "2021-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4560-651-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1840930.0,
          "date_min": "2023-06-06",
          "date_max": "2024-06-07",
          "sample": [
            {
              "date": "2023-06-06",
              "monto": 147560.0,
              "date_to": "2023-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-517-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-06",
              "monto": 265370.0,
              "date_to": "2023-10-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2665-1209-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aa321647-2150-4c7f-bd7c-193985f85302",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Penco"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1830220.0,
          "date_min": "2021-11-26",
          "date_max": "2024-08-27",
          "sample": [
            {
              "date": "2022-11-23",
              "monto": 154700.0,
              "date_to": "2022-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4491-1167-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1758225.0,
          "date_min": "2023-04-25",
          "date_max": "2023-10-19",
          "sample": [
            {
              "date": "2023-05-31",
              "monto": 702100.0,
              "date_to": "2023-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-594-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0b90383b-2406-4d87-a1f0-bad19287e095",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Local de Educación Pública Punilla Cordillera"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1669570.0,
          "date_min": "2024-04-29",
          "date_max": "2024-04-29",
          "sample": []
        },
        {
          "other": {
            "id": "9b457754-0c9a-4751-adcf-07c735508731",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1635074.0,
          "date_min": "2023-02-20",
          "date_max": "2023-08-18",
          "sample": [
            {
              "date": "2023-08-18",
              "monto": 742574.0,
              "date_to": "2023-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-614-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 1603595.0,
          "date_min": "2007-05-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 105.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-859-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 170000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-1899-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 125000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-779-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 153000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-729-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-14",
              "monto": 202300.0,
              "date_to": "2007-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-2977-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1578844.0,
          "date_min": "2023-05-08",
          "date_max": "2025-05-08",
          "sample": [
            {
              "date": "2023-08-29",
              "monto": 672064.0,
              "date_to": "2023-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2332-1083-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-30",
              "monto": 191590.0,
              "date_to": "2023-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-1047-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb0a627c-ecda-4827-beb8-7563cdc4e85c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DE TALCAHUANO HOSPITAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1535100.0,
          "date_min": "2021-12-07",
          "date_max": "2022-12-12",
          "sample": [
            {
              "date": "2021-12-07",
              "monto": 642600.0,
              "date_to": "2021-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057544-6402-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1487500.0,
          "date_min": "2023-08-22",
          "date_max": "2023-08-22",
          "sample": []
        },
        {
          "other": {
            "id": "978f560d-a4bf-432f-9697-7ca72d612376",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre municipalidad de Bulnes"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1391110.0,
          "date_min": "2022-09-05",
          "date_max": "2024-04-29",
          "sample": [
            {
              "date": "2023-07-20",
              "monto": 178500.0,
              "date_to": "2023-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3879-444-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-05",
              "monto": 1124550.0,
              "date_to": "2022-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3879-675-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-29",
              "monto": 88060.0,
              "date_to": "2024-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3879-182-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6ba12753-9495-4264-93ca-229b13701c11",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cochrane"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1356600.0,
          "date_min": "2023-10-13",
          "date_max": "2023-10-13",
          "sample": []
        },
        {
          "other": {
            "id": "c18309d3-441e-4eba-b189-284fe8c55df7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de El Carmen"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1343748.0,
          "date_min": "2023-05-26",
          "date_max": "2025-06-03",
          "sample": [
            {
              "date": "2023-05-26",
              "monto": 35700.0,
              "date_to": "2023-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4157-438-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "08fb9373-d992-4dd2-9af3-95a0a3512d1a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Miguel"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1332205.0,
          "date_min": "2009-12-22",
          "date_max": "2009-12-28",
          "sample": []
        },
        {
          "other": {
            "id": "28ec4cbc-701d-4a24-bf46-ba8824c68386",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Teno"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1297100.0,
          "date_min": "2023-06-30",
          "date_max": "2023-06-30",
          "sample": []
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1279250.0,
          "date_min": "2021-12-20",
          "date_max": "2023-05-16",
          "sample": [
            {
              "date": "2023-05-16",
              "monto": 952000.0,
              "date_to": "2023-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-562-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1263780.0,
          "date_min": "2023-03-28",
          "date_max": "2023-05-24",
          "sample": []
        },
        {
          "other": {
            "id": "007f55ac-c5de-4df4-ae4a-b954d2a2932e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Negrete"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1225224.0,
          "date_min": "2021-12-16",
          "date_max": "2022-02-02",
          "sample": [
            {
              "date": "2021-12-16",
              "monto": 599760.0,
              "date_to": "2021-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4486-332-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf55a78c-4f55-4697-9f5e-775e1ec0b8f0",
            "kind": "institucion_publica",
            "canonical_name": "I.Municipalidad de Mostazal"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1209040.0,
          "date_min": "2022-03-22",
          "date_max": "2022-03-22",
          "sample": []
        },
        {
          "other": {
            "id": "a1ccb802-d60e-41b3-9b6b-c42cd3f3cc77",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Vilos"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1150730.0,
          "date_min": "2023-04-20",
          "date_max": "2023-07-07",
          "sample": []
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1120920.0,
          "date_min": "2023-06-06",
          "date_max": "2025-02-28",
          "sample": []
        },
        {
          "other": {
            "id": "82aed407-7903-465d-9ae3-5f16202991d1",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1104558.0,
          "date_min": "2022-09-21",
          "date_max": "2023-11-10",
          "sample": [
            {
              "date": "2023-10-05",
              "monto": 57120.0,
              "date_to": "2023-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=952752-584-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-24",
              "monto": 445060.0,
              "date_to": "2022-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=952752-712-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1094800.0,
          "date_min": "2023-10-24",
          "date_max": "2023-10-24",
          "sample": []
        },
        {
          "other": {
            "id": "79a630b2-83e6-4b57-a77d-241ddd45660a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Juana"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1081115.0,
          "date_min": "2009-12-11",
          "date_max": "2022-12-07",
          "sample": []
        },
        {
          "other": {
            "id": "8fa52a9f-4423-42d6-87d9-a176997ac9c3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Algarrobo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1071000.0,
          "date_min": "2023-08-09",
          "date_max": "2023-08-09",
          "sample": []
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1066418.0,
          "date_min": "2022-11-24",
          "date_max": "2023-11-13",
          "sample": []
        },
        {
          "other": {
            "id": "36125c77-dbf6-47e5-a6de-a18eb28c5a1b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Penco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1065050.0,
          "date_min": "2023-08-21",
          "date_max": "2023-10-11",
          "sample": [
            {
              "date": "2023-08-21",
              "monto": 803250.0,
              "date_to": "2023-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-708-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-11",
              "monto": 64260.0,
              "date_to": "2023-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-901-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf83d936-1fdd-4b4d-8640-8537526468e7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vicuña"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1057910.0,
          "date_min": "2023-09-27",
          "date_max": "2023-11-23",
          "sample": [
            {
              "date": "2023-11-23",
              "monto": 71400.0,
              "date_to": "2023-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3597-1038-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-27",
              "monto": 986510.0,
              "date_to": "2023-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3597-832-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "74b6c1be-4aff-479a-a8e2-6c8fcf0abe49",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN CARLOS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1042440.0,
          "date_min": "2022-08-01",
          "date_max": "2023-10-17",
          "sample": [
            {
              "date": "2022-08-01",
              "monto": 535500.0,
              "date_to": "2022-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2726-1068-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-23",
              "monto": 142800.0,
              "date_to": "2022-09-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2726-1413-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bb862614-ad27-4106-8790-5853bf7ec767",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Fresia"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1012690.0,
          "date_min": "2023-06-19",
          "date_max": "2024-06-04",
          "sample": [
            {
              "date": "2023-06-19",
              "monto": 271320.0,
              "date_to": "2023-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4037-438-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1000790.0,
          "date_min": "2021-12-24",
          "date_max": "2025-04-03",
          "sample": [
            {
              "date": "2022-11-14",
              "monto": 357000.0,
              "date_to": "2022-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-3109-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-03",
              "monto": 59500.0,
              "date_to": "2025-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1208069-55-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4909b99-2dd0-4d1a-9dc0-c78c7cf8d529",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 977585.0,
          "date_min": "2022-08-01",
          "date_max": "2023-04-12",
          "sample": [
            {
              "date": "2022-08-01",
              "monto": 303450.0,
              "date_to": "2022-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1437-673-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a128a019-a4d6-43e3-a0d1-e715e51e8948",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANCUD"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 932484.0,
          "date_min": "2022-06-29",
          "date_max": "2024-09-05",
          "sample": [
            {
              "date": "2023-07-25",
              "monto": 225862.0,
              "date_to": "2023-07-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2658-777-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f2f97d78-9d78-40b8-b6bd-aba6c62c037e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cisnes"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 902317.0,
          "date_min": "2023-09-29",
          "date_max": "2023-10-25",
          "sample": []
        },
        {
          "other": {
            "id": "ac79cdc1-fea9-464e-9cd5-9e13b1c03bb7",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Calle Larga"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 877625.0,
          "date_min": "2023-07-18",
          "date_max": "2024-05-17",
          "sample": []
        },
        {
          "other": {
            "id": "a820c14a-df8a-4f9a-94f0-4f8e02a1ee32",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TOCOPILLA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 854658.0,
          "date_min": "2022-05-04",
          "date_max": "2022-05-04",
          "sample": [
            {
              "date": "2022-05-04",
              "monto": 854658.0,
              "date_to": "2022-05-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-211-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 803250.0,
          "date_min": "2022-07-05",
          "date_max": "2022-10-11",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 107,
        "count": 172,
        "monto_sum": 34387637.0
      }
    }
  },
  "card_updated_at": "2026-07-21T09:23:52.481236+00:00",
  "insights": {
    "stats": {
      "grado": 574,
      "monto_sum": 211654916.0,
      "grado_pctl": 0.8919095971175892,
      "monto_pctl": 0.8892892237143794,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-26",
            "monto": 719355.0,
            "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=4152-202-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-19",
            "monto": 198600.0,
            "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=4152-281-C108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-06",
            "monto": 928200.0,
            "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=4152-224-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-02",
            "monto": 1689800.0,
            "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=4152-238-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 624000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-132-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-28",
            "monto": 499800.0,
            "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=4152-85-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-19",
            "monto": 3644739.0,
            "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=4152-139-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-06",
            "monto": 1118600.0,
            "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=4152-385-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-07",
            "monto": 816102.0,
            "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=4152-8-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-08",
            "monto": 559300.0,
            "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=4152-181-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-10",
            "monto": 3440016.0,
            "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=4152-186-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-28",
            "monto": 565607.0,
            "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=4152-742-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-15",
            "monto": 571200.0,
            "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=4152-808-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-09",
            "monto": 499562.0,
            "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=4152-785-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-13",
            "monto": 646408.0,
            "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=4152-495-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-28",
            "monto": 461720.0,
            "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=4152-607-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-19",
            "monto": 346290.0,
            "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=4152-651-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-28",
            "monto": 1958026.0,
            "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=4152-160-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-20",
            "monto": 4284000.0,
            "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=4152-170-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-02",
            "monto": 4301136.0,
            "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=4152-186-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-29",
            "monto": 321300.0,
            "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=4152-355-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-03-17",
            "monto": 4516288.0,
            "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=4152-228-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-01-27",
            "monto": 144585.0,
            "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=4152-74-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-09",
            "monto": 258468.0,
            "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=4152-729-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-27",
            "monto": 15470.0,
            "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=4152-783-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-09",
            "monto": 35700.0,
            "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=4525-503-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-20",
            "monto": 130900.0,
            "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=4152-867-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-17",
            "monto": 233240.0,
            "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=4152-851-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-11",
            "monto": 20468.0,
            "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=4152-820-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-10",
            "monto": 63070.0,
            "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=4152-945-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-15",
            "monto": 419475.0,
            "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=4525-621-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-16",
            "monto": 77350.0,
            "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=4525-628-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-23",
            "monto": 67116.0,
            "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=4525-677-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-11",
            "monto": 19040.0,
            "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=4152-949-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-15",
            "monto": 38675.0,
            "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=4525-616-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-28",
            "monto": 94248.0,
            "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=4152-1126-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-12",
            "monto": 122808.0,
            "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=4152-1061-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-02",
            "monto": 299880.0,
            "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=4525-722-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-20",
            "monto": 51765.0,
            "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=4152-302-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-14",
            "monto": 266560.0,
            "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=4152-274-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-06",
            "monto": 146370.0,
            "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=4152-237-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-30",
            "monto": 29750.0,
            "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=4525-362-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-12",
            "monto": 773500.0,
            "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=4152-644-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-07-27",
            "monto": 53550.0,
            "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=4152-819-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-23",
            "monto": 33378.0,
            "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=4525-468-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-10",
            "monto": 1285200.0,
            "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=4152-873-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-06",
            "monto": 1469650.0,
            "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=4152-970-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-04",
            "monto": 1011500.0,
            "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=4152-966-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-04",
            "monto": 892500.0,
            "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=4152-968-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-29",
            "monto": 190400.0,
            "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=4152-1289-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-01",
            "monto": 1904000.0,
            "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=4152-1288-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-06",
            "monto": 654500.0,
            "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=4152-295-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-12",
            "monto": 56168.0,
            "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=4152-491-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-23",
            "monto": 474810.0,
            "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=4152-549-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-13",
            "monto": 1499400.0,
            "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=4152-626-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-13",
            "monto": 987700.0,
            "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=4152-627-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-22",
            "monto": 1547000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-669-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-16",
            "monto": 1285200.0,
            "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=4152-1031-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-30",
            "monto": 1356600.0,
            "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=4152-1101-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-05",
            "monto": 1844500.0,
            "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=4152-1118-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-18",
            "monto": 1356600.0,
            "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=4152-1260-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-12",
            "monto": 151368.0,
            "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=4525-564-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-22",
            "monto": 47600.0,
            "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=4152-425-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 780000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-179-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77897fbe-d963-4de2-8943-8fc467352f09",
            "kind": "persona",
            "name": "FABIOLA DEL CARMEN CARVAJAL MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Hualpen",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 54900111.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-03",
            "monto": 226100.0,
            "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=3784-25-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-29",
            "monto": 312256.0,
            "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=3784-146-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-12",
            "monto": 283220.0,
            "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=3784-220-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-05",
            "monto": 494445.0,
            "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=3784-297-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-15",
            "monto": 17850.0,
            "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=3784-307-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-16",
            "monto": 374980.0,
            "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=3784-31-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-19",
            "monto": 28560.0,
            "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=3784-11210-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-17",
            "monto": 360570.0,
            "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=3784-11259-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-05",
            "monto": 47005.0,
            "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=3784-11234-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-10",
            "monto": 101150.0,
            "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=3784-11371-D108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-12",
            "monto": 404600.0,
            "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=3784-11376-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-27",
            "monto": 71400.0,
            "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=3784-11391-D108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-13",
            "monto": 38080.0,
            "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=3784-56-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-26",
            "monto": 471478.0,
            "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=3784-70-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-13",
            "monto": 107100.0,
            "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=3784-100-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-05",
            "monto": 71400.0,
            "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=3784-82-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-04",
            "monto": 23800.0,
            "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=3784-79-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-15",
            "monto": 87499.0,
            "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=3784-159-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-28",
            "monto": 26180.0,
            "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=3784-334-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-11",
            "monto": 31416.0,
            "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=3784-351-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-02",
            "monto": 1693608.0,
            "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=531568-156-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-02",
            "monto": 62118.0,
            "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=531568-155-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-16",
            "monto": 104720.0,
            "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=3784-362-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 262400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-87-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 238000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-126-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-02",
            "monto": 305830.0,
            "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=3784-328-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-07-17",
            "monto": 291550.0,
            "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=3785-206-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-23",
            "monto": 433160.0,
            "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=3785-252-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 190000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-12-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-07",
            "monto": 183260.0,
            "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=3784-2713-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 415500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-185-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-18",
            "monto": 15000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-192-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 315110.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3784-20-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77897fbe-d963-4de2-8943-8fc467352f09",
            "kind": "persona",
            "name": "FABIOLA DEL CARMEN CARVAJAL MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "838f3bfd-cf90-4fbe-a16a-fe223740efb1",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Coelemu",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8089345.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-15",
            "monto": 119000.0,
            "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=2704-1274-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-02",
            "monto": 182070.0,
            "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=2704-1095-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-09",
            "monto": 148750.0,
            "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=2704-1185-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-14",
            "monto": 202300.0,
            "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=2704-2977-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 153000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-729-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 125000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-779-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 105.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-859-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-06",
            "monto": 147560.0,
            "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=2704-901-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-07-06",
            "monto": 355810.0,
            "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=2704-504-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 170000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-1899-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77897fbe-d963-4de2-8943-8fc467352f09",
            "kind": "persona",
            "name": "FABIOLA DEL CARMEN CARVAJAL MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DEL BIO BIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1603595.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-16",
            "monto": 411942.0,
            "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=775-464-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 234170.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=775-178-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77897fbe-d963-4de2-8943-8fc467352f09",
            "kind": "persona",
            "name": "FABIOLA DEL CARMEN CARVAJAL MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "1838b41e-2ab7-4889-9fc8-857e932599b4",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Metropolitano Central",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 646112.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 154,
        "monto": 132527713.0,
        "share": 0.6261499402168387
      },
      "periodo": {
        "desde": "2007-02-03",
        "hasta": "2025-10-09"
      },
      "monto_total": 211654916.0,
      "n_contratos": 574,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 3180287.0
        },
        {
          "anio": 2008,
          "monto": 2588369.0
        },
        {
          "anio": 2009,
          "monto": 7009058.0
        },
        {
          "anio": 2010,
          "monto": 9599975.0
        },
        {
          "anio": 2011,
          "monto": 7035482.0
        },
        {
          "anio": 2012,
          "monto": 3463614.0
        },
        {
          "anio": 2013,
          "monto": 4225892.0
        },
        {
          "anio": 2014,
          "monto": 4284000.0
        },
        {
          "anio": 2015,
          "monto": 5015136.0
        },
        {
          "anio": 2016,
          "monto": 4516288.0
        },
        {
          "anio": 2021,
          "monto": 2903005.0
        },
        {
          "anio": 2022,
          "monto": 44911824.0
        },
        {
          "anio": 2023,
          "monto": 66777954.0
        },
        {
          "anio": 2024,
          "monto": 32542334.0
        },
        {
          "anio": 2025,
          "monto": 10094413.0
        }
      ],
      "td_conocidos": 561,
      "n_contrapartes": 157,
      "n_trato_directo": 486,
      "top_contrapartes": [
        {
          "id": "569be679-d241-4c72-9e5a-513bf3da446c",
          "name": "Ilustre Municipalidad de Hualpen",
          "monto": 54900111.0,
          "share": 0.2593850028978302
        },
        {
          "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
          "name": "I MUNICIPALIDAD DE CHIGUAYANTE",
          "monto": 12862055.0,
          "share": 0.060768987761191426
        },
        {
          "id": "3ebb366d-0bc9-40e3-afc8-b551629e0b90",
          "name": "ILUSTRE MUNICIPALIDAD DE CHONCHI",
          "monto": 11365037.0,
          "share": 0.05369606912413979
        }
      ],
      "pct_trato_directo": 0.8663101604278075
    },
    "senales": [
      "486 de sus 561 contratos con dato fueron por trato directo (87%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}