{
  "id": "1d890ac4-0d61-4a5e-bd51-8aadd760d6f9",
  "kind": "persona",
  "canonical_name": "Nelly Del Carmen Muñoz Torres",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "5764675-6"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 131,
      "monto_sum": 66804557.0,
      "groups": [
        {
          "other": {
            "id": "6676693a-f130-4763-b17f-53c19634c36d",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4090506.0,
          "date_min": "2010-11-05",
          "date_max": "2010-11-05",
          "sample": [
            {
              "date": "2010-11-05",
              "monto": 4090506.0,
              "date_to": "2010-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4975-7241-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5352e704-c398-4191-9c9e-55218165430a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3074186.0,
          "date_min": "2009-11-23",
          "date_max": "2022-12-26",
          "sample": [
            {
              "date": "2009-11-23",
              "monto": 459994.0,
              "date_to": "2009-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4636-248-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-01-17",
              "monto": 1762152.0,
              "date_to": "2013-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-214-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-12-26",
              "monto": 852040.0,
              "date_to": "2022-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-4500-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cd62c4d3-ff6a-4a66-8b16-18dffcfc8452",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN JAVIER"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2875789.0,
          "date_min": "2012-04-13",
          "date_max": "2021-08-18",
          "sample": [
            {
              "date": "2012-08-03",
              "monto": 431613.0,
              "date_to": "2012-08-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-612-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-13",
              "monto": 2127720.0,
              "date_to": "2012-04-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-309-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-08-18",
              "monto": 316456.0,
              "date_to": "2021-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2318-570-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1913520.0,
          "date_min": "2010-04-28",
          "date_max": "2012-02-17",
          "sample": [
            {
              "date": "2010-04-28",
              "monto": 466480.0,
              "date_to": "2010-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-217-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-02-17",
              "monto": 1447040.0,
              "date_to": "2012-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-115-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a7f8a564-5ae0-4204-93ba-9dfdb0f99811",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RANCAGUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1899716.0,
          "date_min": "2008-09-26",
          "date_max": "2024-08-09",
          "sample": [
            {
              "date": "2008-09-26",
              "monto": 1711696.0,
              "date_to": "2008-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2401-11908-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-09",
              "monto": 188020.0,
              "date_to": "2024-08-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2401-720-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95950404-af54-4693-9742-e861af8e5770",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1727880.0,
          "date_min": "2024-10-08",
          "date_max": "2024-10-08",
          "sample": [
            {
              "date": "2024-10-08",
              "monto": 1727880.0,
              "date_to": "2024-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3409-163-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1725500.0,
          "date_min": "2024-08-06",
          "date_max": "2024-08-06",
          "sample": [
            {
              "date": "2024-08-06",
              "monto": 1725500.0,
              "date_to": "2024-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=738-67-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1343c329-f422-408d-8298-8e50ae0d405c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL CARLOS VAN BUREN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1671950.0,
          "date_min": "2024-09-11",
          "date_max": "2024-09-11",
          "sample": [
            {
              "date": "2024-09-11",
              "monto": 1671950.0,
              "date_to": "2024-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057554-5501-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "748d38d9-7370-489d-ae44-a738087cc3dd",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1593159.0,
          "date_min": "2008-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 727470.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1962-150-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-27",
              "monto": 865689.0,
              "date_to": "2008-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1962-674-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "27193522-27cd-416f-bd8b-fc9d858d0260",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1500280.0,
          "date_min": "2012-11-26",
          "date_max": "2021-07-09",
          "sample": [
            {
              "date": "2021-02-18",
              "monto": 1036180.0,
              "date_to": "2021-02-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2561-59-AG21",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-07-09",
              "monto": 114240.0,
              "date_to": "2021-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2561-376-AG21",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-26",
              "monto": 349860.0,
              "date_to": "2012-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2561-1549-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fa097549-cdf0-4495-951b-29740cfa9d7e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Nogales"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1492974.0,
          "date_min": "2020-08-31",
          "date_max": "2020-08-31",
          "sample": [
            {
              "date": "2020-08-31",
              "monto": 1492974.0,
              "date_to": "2020-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3624-338-AG20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1487500.0,
          "date_min": "2021-06-25",
          "date_max": "2021-06-25",
          "sample": [
            {
              "date": "2021-06-25",
              "monto": 1487500.0,
              "date_to": "2021-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1039-324-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ae1e1019-4fc5-4bf5-a7e6-ed111c40fc9b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paredones"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1483930.0,
          "date_min": "2022-12-22",
          "date_max": "2022-12-22",
          "sample": [
            {
              "date": "2022-12-22",
              "monto": 1483930.0,
              "date_to": "2022-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=730736-581-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "da55793d-f572-44cc-80fb-16963ab47f2f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PÚBLICA DE ATACAMA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1445374.0,
          "date_min": "2022-11-30",
          "date_max": "2022-11-30",
          "sample": []
        },
        {
          "other": {
            "id": "d586297f-85b0-4b30-8d75-9bec65cf37f2",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO DE FORMACION TECNICA ESTATAL DE LA REGION DE VALPARAISO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1410626.0,
          "date_min": "2021-05-04",
          "date_max": "2021-05-04",
          "sample": [
            {
              "date": "2021-05-04",
              "monto": 1410626.0,
              "date_to": "2021-05-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1035206-85-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ae0248f1-0e86-4d32-b4b0-3a3f826d7eb7",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1378496.0,
          "date_min": "2020-06-22",
          "date_max": "2020-06-22",
          "sample": [
            {
              "date": "2020-06-22",
              "monto": 1378496.0,
              "date_to": "2020-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-479-SE20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6421f2e-df41-4261-b05b-99cfb654d6db",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1373331.0,
          "date_min": "2012-04-10",
          "date_max": "2012-04-10",
          "sample": [
            {
              "date": "2012-04-10",
              "monto": 1373331.0,
              "date_to": "2012-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3156-275-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1315664.0,
          "date_min": "2021-08-31",
          "date_max": "2022-04-07",
          "sample": [
            {
              "date": "2022-04-07",
              "monto": 248234.0,
              "date_to": "2022-04-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2436-665-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-08-31",
              "monto": 1067430.0,
              "date_to": "2021-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2436-1322-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e9d69b61-4480-4f63-8fc8-539d2730c4f1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Limache"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1282820.0,
          "date_min": "2022-08-23",
          "date_max": "2023-08-16",
          "sample": [
            {
              "date": "2023-08-16",
              "monto": 499800.0,
              "date_to": "2023-08-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2211-776-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-23",
              "monto": 783020.0,
              "date_to": "2022-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2211-746-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1166204.0,
          "date_min": "2012-03-22",
          "date_max": "2012-03-22",
          "sample": [
            {
              "date": "2012-03-22",
              "monto": 1166204.0,
              "date_to": "2012-03-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-452-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fb5bc115-fbc9-41bd-94a2-e867cf3a3535",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PUBLICA DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1062908.0,
          "date_min": "2022-05-20",
          "date_max": "2022-05-20",
          "sample": [
            {
              "date": "2022-05-20",
              "monto": 1062908.0,
              "date_to": "2022-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1126922-848-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9849c898-66a9-4794-9a7c-580328b58a9d",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1058029.0,
          "date_min": "2021-09-22",
          "date_max": "2021-09-22",
          "sample": [
            {
              "date": "2021-09-22",
              "monto": 1058029.0,
              "date_to": "2021-09-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1080164-11-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1031730.0,
          "date_min": "2023-10-19",
          "date_max": "2023-10-19",
          "sample": [
            {
              "date": "2023-10-19",
              "monto": 1031730.0,
              "date_to": "2023-10-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-1108-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1aac018e-e27d-4226-9b73-6e0098899446",
            "kind": "institucion_publica",
            "canonical_name": "Centro Metropolitano de Atención Prehospitalaria"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 950810.0,
          "date_min": "2020-07-03",
          "date_max": "2020-07-03",
          "sample": [
            {
              "date": "2020-07-03",
              "monto": 950810.0,
              "date_to": "2020-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057473-422-AG20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 945205.0,
          "date_min": "2011-09-22",
          "date_max": "2012-02-29",
          "sample": [
            {
              "date": "2012-02-29",
              "monto": 260717.0,
              "date_to": "2012-02-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-110-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-09-22",
              "monto": 684488.0,
              "date_to": "2011-09-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-609-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 943075.0,
          "date_min": "2022-12-07",
          "date_max": "2022-12-07",
          "sample": [
            {
              "date": "2022-12-07",
              "monto": 943075.0,
              "date_to": "2022-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2281-2294-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f20ae876-3f63-46a2-9d52-9feadb5b3083",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 938315.0,
          "date_min": "2021-09-06",
          "date_max": "2021-09-06",
          "sample": [
            {
              "date": "2021-09-06",
              "monto": 938315.0,
              "date_to": "2021-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3455-177-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 865368.0,
          "date_min": "2011-03-17",
          "date_max": "2022-04-18",
          "sample": [
            {
              "date": "2011-03-17",
              "monto": 341768.0,
              "date_to": "2011-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-103-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-04-18",
              "monto": 523600.0,
              "date_to": "2022-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-147-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f2c15c4a-0933-48e5-988c-6e6326b9e243",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pucón"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 830977.0,
          "date_min": "2024-10-02",
          "date_max": "2024-10-02",
          "sample": [
            {
              "date": "2024-10-02",
              "monto": 830977.0,
              "date_to": "2024-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2389-746-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5d981be9-d09f-4df7-9181-922f8af6300c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MACUL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 822914.0,
          "date_min": "2007-08-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 111160.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-298-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 264600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-778-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-02",
              "monto": 132280.0,
              "date_to": "2007-11-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-2204-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-24",
              "monto": 314874.0,
              "date_to": "2007-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-1644-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "80420e41-d546-44dd-8a23-4e3695a6e592",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 764177.0,
          "date_min": "2011-06-16",
          "date_max": "2013-05-22",
          "sample": [
            {
              "date": "2011-06-16",
              "monto": 490577.0,
              "date_to": "2011-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3438-235-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-05-22",
              "monto": 273600.0,
              "date_to": "2013-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3438-219-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4909b99-2dd0-4d1a-9dc0-c78c7cf8d529",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 759815.0,
          "date_min": "2022-08-25",
          "date_max": "2022-08-25",
          "sample": [
            {
              "date": "2022-08-25",
              "monto": 759815.0,
              "date_to": "2022-08-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1437-764-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 721140.0,
          "date_min": "2026-04-06",
          "date_max": "2026-04-06",
          "sample": [
            {
              "date": "2026-04-06",
              "monto": 721140.0,
              "date_to": "2026-04-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-445-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6bf9571d-0958-4804-ba6a-26949057c8d5",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 706860.0,
          "date_min": "2023-10-10",
          "date_max": "2023-10-10",
          "sample": [
            {
              "date": "2023-10-10",
              "monto": 706860.0,
              "date_to": "2023-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-689-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 703694.0,
          "date_min": "2012-03-02",
          "date_max": "2012-03-02",
          "sample": [
            {
              "date": "2012-03-02",
              "monto": 703694.0,
              "date_to": "2012-03-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2708-270-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a897c34a-ba55-4b00-b976-401ef4e4a936",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 699958.0,
          "date_min": "2022-01-07",
          "date_max": "2022-01-07",
          "sample": [
            {
              "date": "2022-01-07",
              "monto": 699958.0,
              "date_to": "2022-01-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3536-310-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 621180.0,
          "date_min": "2012-06-26",
          "date_max": "2012-06-26",
          "sample": [
            {
              "date": "2012-06-26",
              "monto": 621180.0,
              "date_to": "2012-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1244-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 614873.0,
          "date_min": "2022-08-25",
          "date_max": "2022-08-25",
          "sample": [
            {
              "date": "2022-08-25",
              "monto": 614873.0,
              "date_to": "2022-08-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3000-1094-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 599284.0,
          "date_min": "2009-08-19",
          "date_max": "2012-10-18",
          "sample": [
            {
              "date": "2009-08-19",
              "monto": 285600.0,
              "date_to": "2009-08-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-1390-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-18",
              "monto": 313684.0,
              "date_to": "2012-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-606-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8229cc8-a319-45d0-b737-c355bafb1fe6",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 547495.0,
          "date_min": "2009-12-01",
          "date_max": "2009-12-01",
          "sample": [
            {
              "date": "2009-12-01",
              "monto": 547495.0,
              "date_to": "2009-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-2016-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "07673d34-9f05-427c-b83b-c20b3e2065b4",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 545020.0,
          "date_min": "2022-09-27",
          "date_max": "2022-09-27",
          "sample": []
        },
        {
          "other": {
            "id": "bccc3c63-0141-4cdc-96a4-80a6bfc448a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Navidad"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 504812.0,
          "date_min": "2007-04-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 230508.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4542-24-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-25",
              "monto": 274304.0,
              "date_to": "2007-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4542-15-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 476000.0,
          "date_min": "2011-09-02",
          "date_max": "2011-09-02",
          "sample": []
        },
        {
          "other": {
            "id": "8fa52a9f-4423-42d6-87d9-a176997ac9c3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Algarrobo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 462315.0,
          "date_min": "2024-08-06",
          "date_max": "2024-08-06",
          "sample": [
            {
              "date": "2024-08-06",
              "monto": 462315.0,
              "date_to": "2024-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=377-314-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9fda768-c4b5-4d88-b530-a30de8ccd82e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Peralillo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 455056.0,
          "date_min": "2024-03-25",
          "date_max": "2024-03-25",
          "sample": [
            {
              "date": "2024-03-25",
              "monto": 455056.0,
              "date_to": "2024-03-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3952-88-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 449820.0,
          "date_min": "2022-03-24",
          "date_max": "2022-03-24",
          "sample": [
            {
              "date": "2022-03-24",
              "monto": 449820.0,
              "date_to": "2022-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-164-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 446891.0,
          "date_min": "2007-07-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 204060.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2393-416-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-19",
              "monto": 242831.0,
              "date_to": "2007-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2393-554-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "23eb5468-7064-4c2e-a84d-e8d7c5dbb1a5",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 428400.0,
          "date_min": "2021-07-30",
          "date_max": "2021-07-30",
          "sample": [
            {
              "date": "2021-07-30",
              "monto": 428400.0,
              "date_to": "2021-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3187-274-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VITACURA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 421022.0,
          "date_min": "2008-09-29",
          "date_max": "2011-03-11",
          "sample": [
            {
              "date": "2008-09-29",
              "monto": 376040.0,
              "date_to": "2008-09-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-11437-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-11",
              "monto": 44982.0,
              "date_to": "2011-03-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-116-SE11",
              "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": 1,
          "monto_sum": 396984.0,
          "date_min": "2010-06-08",
          "date_max": "2010-06-08",
          "sample": [
            {
              "date": "2010-06-08",
              "monto": 396984.0,
              "date_to": "2010-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-1810-SE10",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 57,
        "count": 60,
        "monto_sum": 10121025.0
      }
    }
  },
  "card_updated_at": "2026-07-23T06:38:44.789540+00:00",
  "insights": {
    "stats": {
      "grado": 131,
      "monto_sum": 66804557.0,
      "grado_pctl": 0.5849983622666229,
      "monto_pctl": 0.8424500491320013,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-27",
            "monto": 865689.0,
            "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=1962-674-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 727470.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1962-150-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1d890ac4-0d61-4a5e-bd51-8aadd760d6f9",
            "kind": "persona",
            "name": "NELLY DEL CARMEN MUÑOZ TORRES",
            "role": "ancla"
          },
          {
            "id": "748d38d9-7370-489d-ae44-a738087cc3dd",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1593159.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-24",
            "monto": 314874.0,
            "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=2287-1644-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-02",
            "monto": 132280.0,
            "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=2287-2204-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 111160.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-298-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 264600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-778-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1d890ac4-0d61-4a5e-bd51-8aadd760d6f9",
            "kind": "persona",
            "name": "NELLY DEL CARMEN MUÑOZ TORRES",
            "role": "ancla"
          },
          {
            "id": "5d981be9-d09f-4df7-9181-922f8af6300c",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE MACUL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 822914.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-25",
            "monto": 274304.0,
            "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=4542-15-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 230508.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4542-24-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1d890ac4-0d61-4a5e-bd51-8aadd760d6f9",
            "kind": "persona",
            "name": "NELLY DEL CARMEN MUÑOZ TORRES",
            "role": "ancla"
          },
          {
            "id": "bccc3c63-0141-4cdc-96a4-80a6bfc448a1",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Navidad",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 504812.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-19",
            "monto": 242831.0,
            "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=2393-554-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 204060.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2393-416-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1d890ac4-0d61-4a5e-bd51-8aadd760d6f9",
            "kind": "persona",
            "name": "NELLY DEL CARMEN MUÑOZ TORRES",
            "role": "ancla"
          },
          {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 446891.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-27",
            "monto": 89250.0,
            "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=1718-1586-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 75000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-1445-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "1d890ac4-0d61-4a5e-bd51-8aadd760d6f9",
            "kind": "persona",
            "name": "NELLY DEL CARMEN MUÑOZ TORRES",
            "role": "ancla"
          },
          {
            "id": "81a6bc16-db59-43ad-bae1-0fc04307988e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN RAMON",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 164250.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 104,
        "monto": 56764076.0,
        "share": 0.8497036512045129
      },
      "periodo": {
        "desde": "2007-04-25",
        "hasta": "2026-06-24"
      },
      "monto_total": 66804557.0,
      "n_contratos": 131,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 1053539.0
        },
        {
          "anio": 2008,
          "monto": 2953425.0
        },
        {
          "anio": 2009,
          "monto": 2321212.0
        },
        {
          "anio": 2010,
          "monto": 5783590.0
        },
        {
          "anio": 2011,
          "monto": 3332284.0
        },
        {
          "anio": 2012,
          "monto": 10449535.0
        },
        {
          "anio": 2013,
          "monto": 2340392.0
        },
        {
          "anio": 2016,
          "monto": 215199.0
        },
        {
          "anio": 2020,
          "monto": 4834732.0
        },
        {
          "anio": 2021,
          "monto": 8554099.0
        },
        {
          "anio": 2022,
          "monto": 11154465.0
        },
        {
          "anio": 2023,
          "monto": 2740927.0
        },
        {
          "anio": 2024,
          "monto": 8015959.0
        },
        {
          "anio": 2025,
          "monto": 299404.0
        },
        {
          "anio": 2026,
          "monto": 1078497.0
        }
      ],
      "td_conocidos": 124,
      "n_contrapartes": 107,
      "n_trato_directo": 55,
      "top_contrapartes": [
        {
          "id": "6676693a-f130-4763-b17f-53c19634c36d",
          "name": "DIVISION LOGISTICA DEL EJERCITO",
          "monto": 4090506.0,
          "share": 0.061230942673566414
        },
        {
          "id": "5352e704-c398-4191-9c9e-55218165430a",
          "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
          "monto": 3074186.0,
          "share": 0.046017609247824214
        },
        {
          "id": "cd62c4d3-ff6a-4a66-8b16-18dffcfc8452",
          "name": "ILUSTRE MUNICIPALIDAD DE SAN JAVIER",
          "monto": 2875789.0,
          "share": 0.043047796874096475
        }
      ],
      "pct_trato_directo": 0.4435483870967742
    },
    "senales": [
      "55 de sus 124 contratos con dato fueron por trato directo (44%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}