{
  "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
  "kind": "empresa",
  "canonical_name": "INSUTEC LTDA.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77983300-3"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 794,
      "monto_sum": 325015816.0,
      "groups": [
        {
          "other": {
            "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 12435013.0,
          "date_min": "2007-09-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 3202500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4928-164-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-25",
              "monto": 3810975.0,
              "date_to": "2007-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4928-776-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 11050845.0,
          "date_min": "2007-08-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 275400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4376-46-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 132000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4588-12-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-13",
              "monto": 327726.0,
              "date_to": "2007-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4376-169-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-02",
              "monto": 3663228.0,
              "date_to": "2009-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191-763-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-23",
              "monto": 210587.0,
              "date_to": "2011-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4900-164-CM11",
              "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": 16,
          "monto_sum": 9151007.0,
          "date_min": "2007-06-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 519781.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5153-262-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 38413.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-547-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 343300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-278-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 2415150.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5153-173-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 220105.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-621-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-31",
              "monto": 47915.0,
              "date_to": "2007-10-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-776-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-04",
              "monto": 618539.0,
              "date_to": "2007-10-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-1202-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-25",
              "monto": 46023.0,
              "date_to": "2007-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5153-1305-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE PEÑALOLEN"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 7352424.0,
          "date_min": "2007-11-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1984500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2403-889-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "22892d23-1d7c-4098-b543-4425af766d1b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 7283174.0,
          "date_min": "2007-10-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 4934400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2427-774-L107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "35011087-fd27-45d1-ac13-ddd8f290ae86",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD OCCIDENTE HOSPITAL SAN JUAN DE DIOS"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 7182962.0,
          "date_min": "2007-06-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 51000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-431-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 335430.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-238-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 154200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-568-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 366463.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-234-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 286823.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-497-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 204955.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-341-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-16",
              "monto": 105838.0,
              "date_to": "2007-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1641-5940-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-21",
              "monto": 2616099.0,
              "date_to": "2007-06-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1641-3496-CA07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-30",
              "monto": 86275.0,
              "date_to": "2007-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1641-4262-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-19",
              "monto": 183498.0,
              "date_to": "2007-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1641-6943-SE07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 6918502.0,
          "date_min": "2007-09-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 67500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-1053-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 71004.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-944-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 987640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-1010-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-14",
              "monto": 43517.0,
              "date_to": "2007-09-14",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-954-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-13",
              "monto": 3360976.0,
              "date_to": "2011-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-2628-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-10",
              "monto": 51785.0,
              "date_to": "2007-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-5253-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f4a5fce-5400-4478-b1bf-dd06a1478f29",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 6632715.0,
          "date_min": "2011-10-21",
          "date_max": "2012-07-31",
          "sample": []
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 6144408.0,
          "date_min": "2007-06-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-10-08",
              "monto": 2445480.0,
              "date_to": "2007-10-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=609-207-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 285400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=609-117-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-10",
              "monto": 2910121.0,
              "date_to": "2007-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-666-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6127763.0,
          "date_min": "2007-02-09",
          "date_max": "2012-08-31",
          "sample": [
            {
              "date": "2007-03-01",
              "monto": 1699000.0,
              "date_to": "2007-03-01",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-294-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-31",
              "monto": 2406953.0,
              "date_to": "2012-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1663-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 5958170.0,
          "date_min": "2007-08-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1213080.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2982-50-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 925274.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2982-96-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-07-04",
              "monto": 49753.0,
              "date_to": "2011-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=575061-190-CM11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-06",
              "monto": 208028.0,
              "date_to": "2011-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3325-5-CM11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 5673838.0,
          "date_min": "2008-02-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 572058.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2280-20-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-03-10",
              "monto": 244588.0,
              "date_to": "2011-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2280-220-CM11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4418c08-26f6-41e2-9288-ffd55dfa3f63",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO ESPEJO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5620370.0,
          "date_min": "2013-10-02",
          "date_max": "2014-06-30",
          "sample": []
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 5550365.0,
          "date_min": "2007-01-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 152190.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-1597-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "84521491-2772-4d07-99a9-ff26c3b15d7f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 5473398.0,
          "date_min": "2007-12-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 27300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=594-409-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1880769c-fe8a-4dcb-914a-7c5df5194864",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 5317395.0,
          "date_min": "2007-06-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1141090.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1953-476-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 289335.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1953-319-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 997610.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1953-136-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-27",
              "monto": 344308.0,
              "date_to": "2007-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1953-3743-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 5271423.0,
          "date_min": "2007-11-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 124130.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2393-652-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1844850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2393-793-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 63800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2394-2-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-20",
              "monto": 732766.0,
              "date_to": "2012-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2395-993-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-31",
              "monto": 2195371.0,
              "date_to": "2007-12-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2393-1005-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e6074b4-3478-430b-96a1-ed029370f35f",
            "kind": "institucion_publica",
            "canonical_name": "Polla Chilena de Beneficencia S.A."
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5217570.0,
          "date_min": "2007-12-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 531200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=641-58-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-27",
              "monto": 1816520.0,
              "date_to": "2007-12-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=641-61-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-12",
              "monto": 2161658.0,
              "date_to": "2007-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=641-171-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-20",
              "monto": 76064.0,
              "date_to": "2007-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=641-193-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 5148095.0,
          "date_min": "2007-06-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 410500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1503-70-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-12",
              "monto": 188154.0,
              "date_to": "2008-08-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1895-11056-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-23",
              "monto": 103768.0,
              "date_to": "2009-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-903-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a96cccc-bf7a-4826-ba04-4ff56ceed374",
            "kind": "institucion_publica",
            "canonical_name": "Dirección Administrativa - Min. Defensa"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4628613.0,
          "date_min": "2010-12-15",
          "date_max": "2010-12-31",
          "sample": []
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 4291485.0,
          "date_min": "2011-09-05",
          "date_max": "2013-01-31",
          "sample": [
            {
              "date": "2012-06-05",
              "monto": 89162.0,
              "date_to": "2012-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1747-CM12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4200353.0,
          "date_min": "2007-08-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 203700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4847-105-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-22",
              "monto": 242403.0,
              "date_to": "2007-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4847-207-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "292d59f5-e98e-43cb-8fda-f93a800e8b3f",
            "kind": "institucion_publica",
            "canonical_name": "CAJA DE PREVISION DE LA DEFENSA NACIONAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3899273.0,
          "date_min": "2009-09-16",
          "date_max": "2009-09-16",
          "sample": [
            {
              "date": "2009-09-16",
              "monto": 3899273.0,
              "date_to": "2009-09-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=721-793-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3714267.0,
          "date_min": "2007-11-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1315701.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2057-204-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-07",
              "monto": 49519.0,
              "date_to": "2011-04-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5289-16-CM11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3942a085-899a-4661-92b1-f31cc5376cbd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3592977.0,
          "date_min": "2011-09-27",
          "date_max": "2013-04-25",
          "sample": [
            {
              "date": "2012-07-05",
              "monto": 127270.0,
              "date_to": "2012-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-248-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 3480947.0,
          "date_min": "2007-02-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 411000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2273-95-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 3461311.0,
          "date_min": "2007-10-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 125986.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2577-100-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-10",
              "monto": 78337.0,
              "date_to": "2011-06-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2451-615-CM11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-13",
              "monto": 1795739.0,
              "date_to": "2011-04-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2577-104-CM11",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-10",
              "monto": 991394.0,
              "date_to": "2012-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2451-2105-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 3375458.0,
          "date_min": "2007-10-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 674840.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2490-33-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-08",
              "monto": 697596.0,
              "date_to": "2007-11-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2490-36-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 114150.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2490-34-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-16",
              "monto": 54720.0,
              "date_to": "2007-10-16",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2490-42-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-11",
              "monto": 135838.0,
              "date_to": "2007-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2490-74-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de8abfc6-f9d4-4339-98ef-43483b43c6e5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN BERNARDO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3271702.0,
          "date_min": "2007-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 694400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2341-479-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-02-26",
              "monto": 1553545.0,
              "date_to": "2013-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2341-422-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 3268143.0,
          "date_min": "2011-04-12",
          "date_max": "2013-03-21",
          "sample": [
            {
              "date": "2013-03-21",
              "monto": 238243.0,
              "date_to": "2013-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-525-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3130950.0,
          "date_min": "2007-06-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 170950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2366-290-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-27",
              "monto": 1458345.0,
              "date_to": "2012-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-1775-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5d140bf0-b943-446f-b7ed-12378de03098",
            "kind": "institucion_publica",
            "canonical_name": "Dirección Nacional de Fronteras y Límites del Estado"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2777210.0,
          "date_min": "2012-04-05",
          "date_max": "2013-03-20",
          "sample": []
        },
        {
          "other": {
            "id": "2455df25-fd16-4f01-a724-5a0f455df298",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PUDAHUEL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2581023.0,
          "date_min": "2007-07-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 258798.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2279-655-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-29",
              "monto": 307969.0,
              "date_to": "2007-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-1258-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3563f893-12d5-4821-a442-5fc6fe8a24e4",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION V REGION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2525998.0,
          "date_min": "2007-12-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1153424.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=643-196-L107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b91fed8e-cfa7-4e9a-8df4-5d322d65a87d",
            "kind": "institucion_publica",
            "canonical_name": "Consejo de Defensa del Estado"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2467692.0,
          "date_min": "2007-07-12",
          "date_max": "2007-07-12",
          "sample": [
            {
              "date": "2007-07-12",
              "monto": 1126800.0,
              "date_to": "2007-07-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=605-98-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-12",
              "monto": 1340892.0,
              "date_to": "2007-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-750-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b7eedc9-b842-4238-83ad-fcd8aa53fe54",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE AUXILIO ESCOLAR Y BECA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 2310872.0,
          "date_min": "2007-11-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 741120.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=85-251-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-14",
              "monto": 91035.0,
              "date_to": "2009-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=85-1054-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-04",
              "monto": 91035.0,
              "date_to": "2009-02-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=85-204-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2264475.0,
          "date_min": "2007-06-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 167271.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-119-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 314425.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-77-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-24",
              "monto": 31445.0,
              "date_to": "2007-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-229-CA07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-13",
              "monto": 623161.0,
              "date_to": "2012-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-596-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-06-08",
              "monto": 390915.0,
              "date_to": "2012-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-411-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2212997.0,
          "date_min": "2009-07-13",
          "date_max": "2012-07-24",
          "sample": []
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2111261.0,
          "date_min": "2012-09-27",
          "date_max": "2012-12-28",
          "sample": []
        },
        {
          "other": {
            "id": "50972d8c-1e64-4de1-8c41-995fdd776ae3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2071311.0,
          "date_min": "2007-06-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 203320.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-777-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-20",
              "monto": 198799.0,
              "date_to": "2011-01-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-578-CM11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4d8c20d3-e6d1-4098-b496-36350b718c6d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RENCA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2063412.0,
          "date_min": "2010-09-28",
          "date_max": "2013-03-21",
          "sample": []
        },
        {
          "other": {
            "id": "794e34f9-42e3-4a61-a715-85fb5be3dc21",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LAGO RANCO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2045782.0,
          "date_min": "2011-04-13",
          "date_max": "2012-07-12",
          "sample": []
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2003410.0,
          "date_min": "2008-04-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 354465.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=731-21-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 93880.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5321-6-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00cb0085-4c5b-4af0-9f8c-e0ec574cded5",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1977816.0,
          "date_min": "2007-12-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 988908.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3371-372-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1967587.0,
          "date_min": "2007-02-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 357892.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2418-28-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 540550.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2418-1-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-16",
              "monto": 643254.0,
              "date_to": "2007-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2418-15-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f50df8e-4983-4676-a0f7-5dd9dc5a43ba",
            "kind": "institucion_publica",
            "canonical_name": "COMANDO DE APOYO A LA FUERZA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1950961.0,
          "date_min": "2007-03-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 627800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3339-18-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 263050.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3339-74-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "37f3abb1-08cd-4881-9a81-c60f15e32b57",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE LA VIVIENDA Y URBANISMO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1928622.0,
          "date_min": "2011-05-02",
          "date_max": "2011-05-02",
          "sample": []
        },
        {
          "other": {
            "id": "713e1fda-5178-49c1-ac8a-07fc213f940a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VALDIVIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1777230.0,
          "date_min": "2011-06-21",
          "date_max": "2011-09-02",
          "sample": []
        },
        {
          "other": {
            "id": "4b4cbc02-5205-49a6-8e25-3cc6c6689604",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1769649.0,
          "date_min": "2013-05-06",
          "date_max": "2013-05-06",
          "sample": []
        },
        {
          "other": {
            "id": "f2ba8dce-3398-4b7d-ac56-3c1c7e9e9667",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO DE LA FUERZA AEREA GRAL DR RAUL YAZIGI JAUREGUI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1675682.0,
          "date_min": "2008-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 765152.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3328-243-CO08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 286,
        "count": 473,
        "monto_sum": 110707910.0
      }
    }
  },
  "card_updated_at": "2026-07-21T10:29:58.186772+00:00",
  "insights": {
    "stats": {
      "grado": 794,
      "monto_sum": 325015816.0,
      "grado_pctl": 0.724459234608985,
      "monto_pctl": 0.43261231281198004,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-25",
            "monto": 3810975.0,
            "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=4928-776-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-11",
            "monto": 5421538.0,
            "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=4928-131-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3202500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4928-164-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12435013.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-13",
            "monto": 327726.0,
            "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=4376-169-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-21",
            "monto": 139319.0,
            "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=94-613-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-10",
            "monto": 157080.0,
            "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=4588-121-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-31",
            "monto": 1391324.0,
            "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=94-647-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-02",
            "monto": 3663228.0,
            "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=1191-763-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-02",
            "monto": 3862951.0,
            "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=1191-1018-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-11",
            "monto": 34999.0,
            "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=94-1036-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-27",
            "monto": 122342.0,
            "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=4900-17-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-03",
            "monto": 84084.0,
            "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=4444-14-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-18",
            "monto": 72655.0,
            "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=4900-87-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-03",
            "monto": 360094.0,
            "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=94-303-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-23",
            "monto": 210587.0,
            "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=4900-164-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-18",
            "monto": 217056.0,
            "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=4593-61-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 275400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4376-46-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 132000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4588-12-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11050845.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-21",
            "monto": 2874028.0,
            "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=5153-690-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-26",
            "monto": 408527.0,
            "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=5178-421-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-10",
            "monto": 45711.0,
            "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=5178-682-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-31",
            "monto": 47915.0,
            "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=5178-776-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-04",
            "monto": 618539.0,
            "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=5153-1202-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-30",
            "monto": 261924.0,
            "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=5178-764-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-25",
            "monto": 46023.0,
            "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=5153-1305-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-30",
            "monto": 130424.0,
            "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=5493-278-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-13",
            "monto": 1038042.0,
            "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=5153-100-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-06",
            "monto": 102860.0,
            "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=5647-46-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2415150.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5153-173-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 343300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-278-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 519781.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5153-262-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 38413.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-547-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 220105.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-621-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 40265.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-672-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9151007.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-19",
            "monto": 1207255.0,
            "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=2403-1563-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-23",
            "monto": 2361555.0,
            "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=2403-1609-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-18",
            "monto": 784614.0,
            "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=2403-785-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1014500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2403-879-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1984500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2403-889-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "name": "I.MUNICIPALIDAD DE PEÑALOLEN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7352424.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-17",
            "monto": 2348774.0,
            "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=2427-2524-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4934400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2427-774-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "22892d23-1d7c-4098-b543-4425af766d1b",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7283174.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-21",
            "monto": 2616099.0,
            "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=1641-3496-CA07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-09",
            "monto": 28560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1641-3862-CA07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-17",
            "monto": 399161.0,
            "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=1641-4022-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-12",
            "monto": 436090.0,
            "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=1641-3958-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-30",
            "monto": 86275.0,
            "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=1641-4262-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-09",
            "monto": 69020.0,
            "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=1641-4439-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-16",
            "monto": 243896.0,
            "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=1641-4550-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-12",
            "monto": 93182.0,
            "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=1641-5207-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-03",
            "monto": 61076.0,
            "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=1641-4969-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-23",
            "monto": 90535.0,
            "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=1641-6234-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-18",
            "monto": 316400.0,
            "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=1641-6044-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-23",
            "monto": 434140.0,
            "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=1641-6239-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-31",
            "monto": 91104.0,
            "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=1641-6488-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-17",
            "monto": 70686.0,
            "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=1641-6030-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-16",
            "monto": 105838.0,
            "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=1641-5940-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-19",
            "monto": 183498.0,
            "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=1641-6943-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 366463.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-234-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 335430.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-238-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 204955.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-341-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 51000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-431-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 286823.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-497-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 307250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-502-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 154200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-568-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 151281.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1641-635-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "35011087-fd27-45d1-ac13-ddd8f290ae86",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD OCCIDENTE HOSPITAL SAN JUAN DE DIOS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7182962.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-10",
            "monto": 51785.0,
            "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=634-5253-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-11",
            "monto": 84494.0,
            "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=634-5291-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-17",
            "monto": 80325.0,
            "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=634-6025-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-24",
            "monto": 1175291.0,
            "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=634-6176-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-26",
            "monto": 886300.0,
            "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=634-2184-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-03",
            "monto": 109670.0,
            "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=634-2388-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-13",
            "monto": 3360976.0,
            "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=634-2628-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 71004.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-944-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-14",
            "monto": 43517.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-954-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 987640.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-1010-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 67500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-1053-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6918502.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-19",
            "monto": 339626.0,
            "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=609-348-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-10",
            "monto": 2910121.0,
            "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=609-666-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-10",
            "monto": 35163.0,
            "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=739-608-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-30",
            "monto": 128618.0,
            "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=609-271-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 285400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=609-117-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-08",
            "monto": 2445480.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=609-207-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "name": "Instituto de Desarrollo Agropecuario - INDAP",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6144408.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-09",
            "monto": 2021810.0,
            "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=2404-236-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-01",
            "monto": 1699000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-294-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-31",
            "monto": 2406953.0,
            "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=2404-1663-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6127763.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-20",
            "monto": 1443565.0,
            "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=2982-175-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-17",
            "monto": 1101076.0,
            "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=2982-359-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-06",
            "monto": 208028.0,
            "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=3325-5-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-03",
            "monto": 469944.0,
            "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=3319-94-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-11",
            "monto": 282030.0,
            "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=3325-149-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-04",
            "monto": 49753.0,
            "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=575061-190-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-23",
            "monto": 64054.0,
            "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=2939-1354-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-03",
            "monto": 79124.0,
            "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=2939-1200-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-24",
            "monto": 122242.0,
            "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=2939-266-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1213080.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2982-50-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 925274.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2982-96-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "name": "POLICIA DE INVESTIGACIONES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5958170.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-06",
            "monto": 680749.0,
            "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=2280-39-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-03",
            "monto": 68544.0,
            "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=2281-1-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-10",
            "monto": 244588.0,
            "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=2280-220-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-28",
            "monto": 41432.0,
            "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=2280-287-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-14",
            "monto": 192641.0,
            "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=2280-372-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-10",
            "monto": 91144.0,
            "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=2280-431-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-10",
            "monto": 588550.0,
            "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=2280-584-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-24",
            "monto": 308519.0,
            "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=2284-1365-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-17",
            "monto": 981851.0,
            "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=2280-2196-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-27",
            "monto": 1903762.0,
            "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=2281-506-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 572058.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2280-20-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD VALDIVIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5673838.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-23",
            "monto": 381547.0,
            "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=2422-116-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-07",
            "monto": 181106.0,
            "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=2422-1821-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-22",
            "monto": 339150.0,
            "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=2422-2012-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-18",
            "monto": 2137634.0,
            "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=2422-847-CM11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-26",
            "monto": 1014909.0,
            "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=2422-1344-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-16",
            "monto": 268285.0,
            "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=2422-2001-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-23",
            "monto": 248704.0,
            "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=2422-2052-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-06",
            "monto": 331723.0,
            "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=2422-382-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-30",
            "monto": 267530.0,
            "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=2422-1257-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-22",
            "monto": 227587.0,
            "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=2422-1763-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 152190.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-1597-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c723c9a0-4ecd-4640-80c4-7574b07f80c1",
            "kind": "empresa",
            "name": "INSUTEC LTDA.",
            "role": "ancla"
          },
          {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PUENTE ALTO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5550365.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 290,
        "monto": 292378951.0,
        "share": 0.8995837636405978
      },
      "periodo": {
        "desde": "2007-01-16",
        "hasta": "2014-06-30"
      },
      "monto_total": 325015816.0,
      "n_contratos": 794,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 75210498.0
        },
        {
          "anio": 2008,
          "monto": 7225964.0
        },
        {
          "anio": 2009,
          "monto": 23100706.0
        },
        {
          "anio": 2010,
          "monto": 13163727.0
        },
        {
          "anio": 2011,
          "monto": 70402816.0
        },
        {
          "anio": 2012,
          "monto": 59262622.0
        },
        {
          "anio": 2013,
          "monto": 21048907.0
        },
        {
          "anio": 2014,
          "monto": 3831800.0
        }
      ],
      "td_conocidos": 659,
      "n_contrapartes": 293,
      "n_trato_directo": 42,
      "top_contrapartes": [
        {
          "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
          "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
          "monto": 12435013.0,
          "share": 0.038259716567146995
        },
        {
          "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
          "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
          "monto": 11050845.0,
          "share": 0.03400094535707149
        },
        {
          "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
          "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
          "monto": 9151007.0,
          "share": 0.028155574435183794
        }
      ],
      "pct_trato_directo": 0.0637329286798179
    },
    "senales": [
      "42 de sus 659 contratos con dato fueron por trato directo (6%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}