{
  "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
  "kind": "persona",
  "canonical_name": "Manuel Enrique Fernández Martínez",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "7979655-7"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 499,
      "monto_sum": 863467638.0,
      "groups": [
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 50,
          "monto_sum": 73581242.0,
          "date_min": "2009-09-14",
          "date_max": "2025-06-03",
          "sample": [
            {
              "date": "2024-06-21",
              "monto": 631989.0,
              "date_to": "2024-06-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-1074-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-10",
              "monto": 587700.0,
              "date_to": "2022-08-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-1153-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-02-14",
              "monto": 428400.0,
              "date_to": "2019-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-267-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-05",
              "monto": 1785000.0,
              "date_to": "2024-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-1361-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-01",
              "monto": 1199520.0,
              "date_to": "2024-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-1134-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-04-22",
              "monto": 232050.0,
              "date_to": "2019-04-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-511-MC19",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-10",
              "monto": 1927800.0,
              "date_to": "2011-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-461-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-01-12",
              "monto": 942480.0,
              "date_to": "2016-01-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-73-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-11-22",
              "monto": 1217370.0,
              "date_to": "2018-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-1498-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-26",
              "monto": 963900.0,
              "date_to": "2011-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-512-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 52738905.0,
          "date_min": "2007-12-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 195000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-370-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 576000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-1291-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 605.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-218-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-09-12",
              "monto": 3962700.0,
              "date_to": "2014-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1156-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-05-16",
              "monto": 2808400.0,
              "date_to": "2013-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-542-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4800ce89-3ada-402c-a3c5-742675c689f1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONSTITUCION"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 38565520.0,
          "date_min": "2009-01-29",
          "date_max": "2021-11-03",
          "sample": [
            {
              "date": "2018-09-12",
              "monto": 1725500.0,
              "date_to": "2018-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-1470-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-29",
              "monto": 2332400.0,
              "date_to": "2009-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-69-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "917082df-04ec-41c6-bcb7-6a82c666fa85",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RENGO"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 30221922.0,
          "date_min": "2007-01-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2244000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2775-76-CO06",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2576000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2776-69-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1498000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2776-96-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2ef0cac0-e56b-4181-b55b-d4a4c4e1ceed",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE BUIN"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 29853530.0,
          "date_min": "2017-04-27",
          "date_max": "2021-01-25",
          "sample": [
            {
              "date": "2021-01-25",
              "monto": 4398240.0,
              "date_to": "2021-01-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2721-25-SE21",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-05-07",
              "monto": 2089640.0,
              "date_to": "2018-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2721-246-SE18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 25717750.0,
          "date_min": "2024-10-01",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 19619000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2482-387-LE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 24344828.0,
          "date_min": "2007-12-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1424000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-619-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-21",
              "monto": 1694560.0,
              "date_to": "2007-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-966-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-31",
              "monto": 278460.0,
              "date_to": "2008-12-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11752-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-10-05",
              "monto": 2201500.0,
              "date_to": "2016-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-23",
              "monto": 1725024.0,
              "date_to": "2012-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-727-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-26",
              "monto": 911064.0,
              "date_to": "2009-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-444-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-08",
              "monto": 456960.0,
              "date_to": "2010-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-715-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 22836100.0,
          "date_min": "2011-12-14",
          "date_max": "2014-04-15",
          "sample": [
            {
              "date": "2014-04-15",
              "monto": 9222500.0,
              "date_to": "2014-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-535-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 21850780.0,
          "date_min": "2009-01-20",
          "date_max": "2014-04-04",
          "sample": [
            {
              "date": "2009-10-22",
              "monto": 1642200.0,
              "date_to": "2009-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4301-681-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-17",
              "monto": 3213000.0,
              "date_to": "2009-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4301-880-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cd62c4d3-ff6a-4a66-8b16-18dffcfc8452",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN JAVIER"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 18974430.0,
          "date_min": "2007-12-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 890000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2318-413-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-09-25",
              "monto": 5259800.0,
              "date_to": "2015-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-748-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-09",
              "monto": 342720.0,
              "date_to": "2011-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-717-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-06-26",
              "monto": 351050.0,
              "date_to": "2014-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-506-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-11",
              "monto": 1059100.0,
              "date_to": "2007-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-683-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 18713920.0,
          "date_min": "2008-05-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 3996000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2458-56-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-02-22",
              "monto": 2713200.0,
              "date_to": "2018-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-203-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-08",
              "monto": 4755240.0,
              "date_to": "2008-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-124-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-11",
              "monto": 2023000.0,
              "date_to": "2025-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2490-248-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-01-23",
              "monto": 5226480.0,
              "date_to": "2019-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2490-50-SE19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 12741814.0,
          "date_min": "2007-06-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1685000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-1268-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 244000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-48-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2220000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-3037-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1749600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-3425-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-29",
              "monto": 2465680.0,
              "date_to": "2007-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2583-7316-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4191b908-f244-4020-9b4f-03217d83f3ce",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CASTRO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 12309360.0,
          "date_min": "2013-04-09",
          "date_max": "2013-09-27",
          "sample": [
            {
              "date": "2013-04-09",
              "monto": 3884160.0,
              "date_to": "2013-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2730-190-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE PEÑALOLEN"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 11766422.0,
          "date_min": "2010-09-09",
          "date_max": "2022-04-25",
          "sample": [
            {
              "date": "2012-02-14",
              "monto": 994840.0,
              "date_to": "2012-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-116-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-04",
              "monto": 1829030.0,
              "date_to": "2011-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-984-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-12",
              "monto": 1190000.0,
              "date_to": "2011-08-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-655-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 11219395.0,
          "date_min": "2017-04-27",
          "date_max": "2025-06-27",
          "sample": [
            {
              "date": "2024-08-08",
              "monto": 2784600.0,
              "date_to": "2024-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1436-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-04-27",
              "monto": 1891842.0,
              "date_to": "2017-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1404-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-03-24",
              "monto": 760410.0,
              "date_to": "2021-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-422-AG21",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-05-07",
              "monto": 2005483.0,
              "date_to": "2019-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2291-1464-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-27",
              "monto": 3184440.0,
              "date_to": "2025-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2294-1306-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 9663620.0,
          "date_min": "2007-01-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1760000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4085-7-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1718000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4085-46-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-17",
              "monto": 2094400.0,
              "date_to": "2007-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4085-50-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "616bed1d-30cc-4f5d-b88f-e2eeb5da1005",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 9548524.0,
          "date_min": "2023-02-23",
          "date_max": "2023-10-23",
          "sample": [
            {
              "date": "2023-10-23",
              "monto": 6299824.0,
              "date_to": "2023-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2374-307-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9350425.0,
          "date_min": "2013-12-31",
          "date_max": "2013-12-31",
          "sample": []
        },
        {
          "other": {
            "id": "d3d33ede-1e22-4cba-a7c3-dcc41c865dce",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Vicente de Tagua Tagua"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 8842420.0,
          "date_min": "2007-03-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 610000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4350-39-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-30",
              "monto": 725900.0,
              "date_to": "2007-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4350-49-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e42759dc-f719-4b45-a810-d67d2af358aa",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE QUILPUE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 8296008.0,
          "date_min": "2008-01-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 390600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2428-903-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-24",
              "monto": 464814.0,
              "date_to": "2008-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2428-25-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "08fb9373-d992-4dd2-9af3-95a0a3512d1a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Miguel"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 8044463.0,
          "date_min": "2008-08-12",
          "date_max": "2025-07-15",
          "sample": [
            {
              "date": "2008-08-12",
              "monto": 98000.0,
              "date_to": "2008-08-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1741-11301-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-14",
              "monto": 553350.0,
              "date_to": "2019-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1741-1104-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-27",
              "monto": 446250.0,
              "date_to": "2010-07-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1741-1140-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-03",
              "monto": 854420.0,
              "date_to": "2010-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1741-2023-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 7927185.0,
          "date_min": "2008-09-01",
          "date_max": "2022-09-07",
          "sample": [
            {
              "date": "2012-07-27",
              "monto": 2296700.0,
              "date_to": "2012-07-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-1497-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-07",
              "monto": 1739185.0,
              "date_to": "2022-09-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-548-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "935f2f0c-ef2a-4d98-b431-94b45eb437b4",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ÑUÑOA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 7727800.0,
          "date_min": "2007-03-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2170000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2376-101-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 774000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2376-97-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9cc31bd8-c84a-4d66-a31c-2702ca73da87",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CALAMA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7687162.0,
          "date_min": "2013-10-17",
          "date_max": "2013-10-17",
          "sample": []
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 7414890.0,
          "date_min": "2013-05-20",
          "date_max": "2015-05-19",
          "sample": []
        },
        {
          "other": {
            "id": "243a3878-7e4d-4701-8e64-a6e0a6243585",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE CASABLANCA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7235200.0,
          "date_min": "2014-02-26",
          "date_max": "2014-02-26",
          "sample": [
            {
              "date": "2014-02-26",
              "monto": 7235200.0,
              "date_to": "2014-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5300-16-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6c0a9670-f684-41a4-b846-215f1d4e97ae",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santo Domingo"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 7075560.0,
          "date_min": "2007-11-26",
          "date_max": "2014-12-19",
          "sample": [
            {
              "date": "2007-12-04",
              "monto": 3120000.0,
              "date_to": "2007-12-04",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3242-11-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-26",
              "monto": 3712800.0,
              "date_to": "2007-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3242-6-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6852020.0,
          "date_min": "2011-10-18",
          "date_max": "2022-12-09",
          "sample": [
            {
              "date": "2022-12-09",
              "monto": 428400.0,
              "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=1736-3556-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-10-18",
              "monto": 5216960.0,
              "date_to": "2011-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3620-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-17",
              "monto": 642600.0,
              "date_to": "2022-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3311-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-09-13",
              "monto": 564060.0,
              "date_to": "2012-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3913-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6736590.0,
          "date_min": "2010-10-08",
          "date_max": "2015-10-27",
          "sample": []
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 6703270.0,
          "date_min": "2011-04-15",
          "date_max": "2025-05-15",
          "sample": [
            {
              "date": "2011-04-15",
              "monto": 521220.0,
              "date_to": "2011-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-139-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6562360.0,
          "date_min": "2008-05-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1393000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-269-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-09-28",
              "monto": 3641400.0,
              "date_to": "2013-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-910-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 6530580.0,
          "date_min": "2007-10-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 876000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2743-22-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 864000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-338-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 828000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-46-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 414000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2744-111-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6473600.0,
          "date_min": "2025-08-29",
          "date_max": "2025-08-29",
          "sample": []
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 6377610.0,
          "date_min": "2007-05-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 232000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2735-815-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 530000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2735-376-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb4ad90f-55ab-4194-89fc-dacd912b228a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Requínoa"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 6122234.0,
          "date_min": "2007-11-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 995000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3656-133-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "86dbd809-3d45-47b0-8df6-86f9a875aaed",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Taltal"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5985271.0,
          "date_min": "2025-09-04",
          "date_max": "2025-09-04",
          "sample": [
            {
              "date": "2025-09-04",
              "monto": 5985271.0,
              "date_to": "2025-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3916-421-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 5863130.0,
          "date_min": "2012-06-21",
          "date_max": "2025-07-18",
          "sample": []
        },
        {
          "other": {
            "id": "a7f8a564-5ae0-4204-93ba-9dfdb0f99811",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RANCAGUA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 5819944.0,
          "date_min": "2008-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 920000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5162-8-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-09",
              "monto": 152320.0,
              "date_to": "2009-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5162-467-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "016c2c87-05b9-4304-98f7-911960b07527",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yumbel"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5648930.0,
          "date_min": "2016-08-19",
          "date_max": "2017-07-07",
          "sample": []
        },
        {
          "other": {
            "id": "fa108fa2-c1ac-40c3-8060-484af27b9c68",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Olmue"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 5597982.0,
          "date_min": "2007-12-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 792000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3333-102-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 770000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3333-43-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 690000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3333-339-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-03",
              "monto": 666102.0,
              "date_to": "2010-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3333-396-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "621c81a3-6c1a-4def-abef-463a3055ebe4",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quinta de Tilcoco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5545400.0,
          "date_min": "2026-06-03",
          "date_max": "2026-06-03",
          "sample": []
        },
        {
          "other": {
            "id": "3566efc4-dea7-4f48-a2d0-4334ada202e3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MINICIPALIDAD DE COMBARBALA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5527550.0,
          "date_min": "2022-12-28",
          "date_max": "2022-12-28",
          "sample": []
        },
        {
          "other": {
            "id": "f7056d59-59ed-4d1e-9224-b8a3600e2fc1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Cruz"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5503010.0,
          "date_min": "2008-01-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 768000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3838-14-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "090b7a8a-ea61-4625-8b23-3b4a57b3ecf2",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA DE ALCALDES PROVIDENCIA LAS CONDES LA REINA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5414500.0,
          "date_min": "2025-04-22",
          "date_max": "2025-04-22",
          "sample": []
        },
        {
          "other": {
            "id": "5614a75e-8e61-41db-b2b4-4f9b237d214a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5361188.0,
          "date_min": "2010-03-09",
          "date_max": "2024-10-03",
          "sample": []
        },
        {
          "other": {
            "id": "557fda55-0db3-40a9-b272-72111ece96ea",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5114025.0,
          "date_min": "2011-11-07",
          "date_max": "2024-03-12",
          "sample": []
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5105100.0,
          "date_min": "2023-06-07",
          "date_max": "2025-09-09",
          "sample": []
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5036342.0,
          "date_min": "2008-01-15",
          "date_max": "2012-05-24",
          "sample": [
            {
              "date": "2008-01-21",
              "monto": 536000.0,
              "date_to": "2008-01-21",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2708-30-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-06",
              "monto": 3189200.0,
              "date_to": "2008-10-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2709-11055-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4846275.0,
          "date_min": "2009-03-05",
          "date_max": "2021-12-10",
          "sample": []
        },
        {
          "other": {
            "id": "04a9cc33-4445-4ca4-8fcc-9c1506e80649",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD METROPOLITANA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4802840.0,
          "date_min": "2025-07-15",
          "date_max": "2025-07-15",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 137,
        "count": 209,
        "monto_sum": 225688712.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:29:05.586911+00:00",
  "insights": {
    "stats": {
      "grado": 499,
      "monto_sum": 863467638.0,
      "grado_pctl": 0.882674381227901,
      "monto_pctl": 0.9495339119254259,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-11",
            "monto": 685440.0,
            "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=2408-1554-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-14",
            "monto": 714000.0,
            "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=2408-210-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-23",
            "monto": 232050.0,
            "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=2408-397-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-02",
            "monto": 904400.0,
            "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=2408-1284-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-10",
            "monto": 1071000.0,
            "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=2408-521-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-16",
            "monto": 2808400.0,
            "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=2408-542-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-08-09",
            "monto": 3712800.0,
            "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=2408-904-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-22",
            "monto": 2891700.0,
            "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=2408-454-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-09",
            "monto": 2985710.0,
            "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=2408-727-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-09-12",
            "monto": 3962700.0,
            "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=2408-1156-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-09-12",
            "monto": 2142000.0,
            "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=2408-1152-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-07-19",
            "monto": 29857100.0,
            "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=2408-949-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 576000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-1291-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 605.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-218-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 195000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-370-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOS ANGELES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 52738905.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-24",
            "monto": 2670360.0,
            "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=2775-1-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-30",
            "monto": 2403002.0,
            "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=2776-282-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-26",
            "monto": 1782620.0,
            "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=2776-411-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-21",
            "monto": 514080.0,
            "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=2775-11049-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-08",
            "monto": 1999200.0,
            "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=2775-11048-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-27",
            "monto": 10650500.0,
            "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=2776-647-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-10",
            "monto": 3884160.0,
            "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=2776-511-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2244000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2775-76-CO06",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2576000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2776-69-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1498000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2776-96-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "917082df-04ec-41c6-bcb7-6a82c666fa85",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE RENGO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 30221922.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2024-10-01",
            "monto": 1749300.0,
            "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=2483-1218-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-23",
            "monto": 4349450.0,
            "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=2483-530-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 19619000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2482-387-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Quilicura",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 25717750.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-21",
            "monto": 1694560.0,
            "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=2656-966-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 1242360.0,
            "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=2656-11762-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-23",
            "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=2656-11701-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 278460.0,
            "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=2656-11752-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-26",
            "monto": 911064.0,
            "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=2656-444-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-22",
            "monto": 542640.0,
            "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=2656-594-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-07",
            "monto": 1588650.0,
            "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=2656-629-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-08",
            "monto": 456960.0,
            "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=2656-715-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-25",
            "monto": 490875.0,
            "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=2656-757-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-05",
            "monto": 799680.0,
            "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=2656-779-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-12",
            "monto": 1624350.0,
            "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=2656-1022-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-03",
            "monto": 486115.0,
            "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=2656-766-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-26",
            "monto": 599760.0,
            "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=2656-1298-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-23",
            "monto": 1725024.0,
            "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=2656-727-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-06-05",
            "monto": 2088450.0,
            "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=2656-522-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-05",
            "monto": 2201500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-04",
            "monto": 5890500.0,
            "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=2656-144-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1424000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2656-619-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE TOME",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 24344828.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-11",
            "monto": 1059100.0,
            "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=2318-683-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-20",
            "monto": 349860.0,
            "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=2318-642-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-17",
            "monto": 1065050.0,
            "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=2318-860-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-15",
            "monto": 1713600.0,
            "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=2318-270-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-09",
            "monto": 342720.0,
            "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=2318-717-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-12",
            "monto": 1658860.0,
            "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=2318-986-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-15",
            "monto": 324870.0,
            "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=2318-385-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-09",
            "monto": 913920.0,
            "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=2318-946-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-05",
            "monto": 5045600.0,
            "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=2318-448-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-26",
            "monto": 351050.0,
            "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=2318-506-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-09-25",
            "monto": 5259800.0,
            "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=2318-748-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 890000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2318-413-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "cd62c4d3-ff6a-4a66-8b16-18dffcfc8452",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE SAN JAVIER",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 18974430.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-08",
            "monto": 4755240.0,
            "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=2458-124-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-02-22",
            "monto": 2713200.0,
            "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=2460-203-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-01-23",
            "monto": 5226480.0,
            "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=2490-50-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-11",
            "monto": 2023000.0,
            "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=2490-248-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3996000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2458-56-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PROVIDENCIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 18713920.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-06",
            "monto": 2005150.0,
            "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=2583-3298-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-29",
            "monto": 2465680.0,
            "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=2583-7316-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-10",
            "monto": 2082024.0,
            "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=2583-33-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-20",
            "monto": 290360.0,
            "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=2583-694-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1685000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-1268-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2220000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-3037-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1749600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-3425-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 244000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2583-48-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE MAIPU",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12741814.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-17",
            "monto": 2094400.0,
            "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=4085-50-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-15",
            "monto": 2044420.0,
            "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=4085-106-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-15",
            "monto": 2046800.0,
            "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=4085-619-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1760000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4085-7-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1718000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4085-46-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Longavi",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9663620.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-30",
            "monto": 725900.0,
            "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=4350-49-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-28",
            "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=4350-242-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 610000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4350-39-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-15",
            "monto": 6614020.0,
            "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=1050283-817-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "d3d33ede-1e22-4cba-a7c3-dcc41c865dce",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de San Vicente de Tagua Tagua",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8842420.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-24",
            "monto": 464814.0,
            "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=2428-25-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-11",
            "monto": 1023400.0,
            "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=2428-59-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-09",
            "monto": 2932160.0,
            "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=2428-876-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-05",
            "monto": 3485034.0,
            "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=2428-231-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 390600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2428-903-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "e42759dc-f719-4b45-a810-d67d2af358aa",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE QUILPUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8296008.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-12-15",
            "monto": 456365.0,
            "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=1741-12057-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-28",
            "monto": 740180.0,
            "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=1741-1506-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-27",
            "monto": 446250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1741-1140-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-03",
            "monto": 854420.0,
            "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=1741-2023-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-29",
            "monto": 1067668.0,
            "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=1741-1455-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-09",
            "monto": 535500.0,
            "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=1741-1300-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-05-26",
            "monto": 1293530.0,
            "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=1741-381-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-14",
            "monto": 553350.0,
            "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=1741-1104-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-15",
            "monto": 1999200.0,
            "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=1741-343-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-12",
            "monto": 98000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1741-11301-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "08fb9373-d992-4dd2-9af3-95a0a3512d1a",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de San Miguel",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8044463.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-16",
            "monto": 921060.0,
            "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=2376-113-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-27",
            "monto": 1280440.0,
            "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=2376-648-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-13",
            "monto": 2582300.0,
            "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=2376-253-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 774000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2376-97-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2170000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2376-101-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "435c8e1d-4c7c-4f2b-99bd-794c2ab06088",
            "kind": "persona",
            "name": "MANUEL ENRIQUE FERNÁNDEZ MARTÍNEZ",
            "role": "ancla"
          },
          {
            "id": "935f2f0c-ef2a-4d98-b431-94b45eb437b4",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ÑUÑOA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7727800.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 166,
        "monto": 698581971.0,
        "share": 0.8090424472862525
      },
      "periodo": {
        "desde": "2007-01-17",
        "hasta": "2026-06-03"
      },
      "monto_total": 863467638.0,
      "n_contratos": 499,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 42603324.0
        },
        {
          "anio": 2008,
          "monto": 59354471.0
        },
        {
          "anio": 2009,
          "monto": 85111659.0
        },
        {
          "anio": 2010,
          "monto": 29496592.0
        },
        {
          "anio": 2011,
          "monto": 64981395.0
        },
        {
          "anio": 2012,
          "monto": 44312018.0
        },
        {
          "anio": 2013,
          "monto": 62508677.0
        },
        {
          "anio": 2014,
          "monto": 68916338.0
        },
        {
          "anio": 2015,
          "monto": 26864963.0
        },
        {
          "anio": 2016,
          "monto": 49401660.0
        },
        {
          "anio": 2017,
          "monto": 25089702.0
        },
        {
          "anio": 2018,
          "monto": 11744110.0
        },
        {
          "anio": 2019,
          "monto": 17734189.0
        },
        {
          "anio": 2020,
          "monto": 1765299.0
        },
        {
          "anio": 2021,
          "monto": 32629086.0
        },
        {
          "anio": 2022,
          "monto": 36697655.0
        },
        {
          "anio": 2023,
          "monto": 33235355.0
        },
        {
          "anio": 2024,
          "monto": 15431523.0
        },
        {
          "anio": 2025,
          "monto": 60824517.0
        },
        {
          "anio": 2026,
          "monto": 15184400.0
        }
      ],
      "td_conocidos": 427,
      "n_contrapartes": 169,
      "n_trato_directo": 68,
      "top_contrapartes": [
        {
          "id": "d6427814-9839-440f-8c04-9980cde47a1d",
          "name": "ILUSTRE MUNICIPALIDAD DE PAINE",
          "monto": 73581242.0,
          "share": 0.0852159811923374
        },
        {
          "id": "56893201-aa77-46ec-b981-96d1397734b8",
          "name": "I MUNICIPALIDAD DE LOS ANGELES",
          "monto": 52738905.0,
          "share": 0.0610780331294825
        },
        {
          "id": "4800ce89-3ada-402c-a3c5-742675c689f1",
          "name": "ILUSTRE MUNICIPALIDAD DE CONSTITUCION",
          "monto": 38565520.0,
          "share": 0.04466353839192755
        }
      ],
      "pct_trato_directo": 0.1592505854800937
    },
    "senales": [
      "68 de sus 427 contratos con dato fueron por trato directo (16%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}