{
  "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
  "kind": "persona",
  "canonical_name": "Pharmamed",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "13244756-K"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 1014,
      "monto_sum": 181177609.0,
      "groups": [
        {
          "other": {
            "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5518800.0,
          "date_min": "2007-04-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2520000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-120-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4610306.0,
          "date_min": "2007-01-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 589480.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-84-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1515683.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-16-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "536ebf12-9d76-474f-970e-16918dc7dd20",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA NORTE HOSPITAL DE ANGOL"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4541093.0,
          "date_min": "2007-01-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 131200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-303-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4510453.0,
          "date_min": "2007-02-26",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4492355.0,
          "date_min": "2007-03-07",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "81a6bc16-db59-43ad-bae1-0fc04307988e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN RAMON"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 3926487.0,
          "date_min": "2007-02-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-06-28",
              "monto": 423164.0,
              "date_to": "2007-06-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-791-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-17",
              "monto": 10710.0,
              "date_to": "2007-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-429-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Puerto Varas"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3422435.0,
          "date_min": "2007-04-12",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "a8ca69ad-f945-4f11-9ce2-f3fd4a64ea41",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Calera de Tango"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3401070.0,
          "date_min": "2007-04-11",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 3017824.0,
          "date_min": "2007-03-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 675000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-59-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6f582050-fc77-44dc-b44c-b7be0bcfe27a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD OCCIDENTE HOSPITAL DR FELIX BULNES CERDA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 2781660.0,
          "date_min": "2007-01-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 441450.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5188-46-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 2476516.0,
          "date_min": "2007-01-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 557500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-204-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 17990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2961-85-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 97923.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-197-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-08",
              "monto": 87329.0,
              "date_to": "2007-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-407-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-24",
              "monto": 21408.0,
              "date_to": "2007-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-265-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 22,
          "monto_sum": 2357377.0,
          "date_min": "2007-01-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 29886.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2274-52-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 424640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2273-172-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-21",
              "monto": 105243.0,
              "date_to": "2007-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2274-177-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-17",
              "monto": 25704.0,
              "date_to": "2007-05-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2274-586-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-19",
              "monto": 314636.0,
              "date_to": "2007-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2274-756-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-16",
              "monto": 33201.0,
              "date_to": "2007-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2274-45-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-27",
              "monto": 505321.0,
              "date_to": "2007-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-436-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "46a712a6-78b4-43c4-a54c-5fbaf4aaa5a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puerto Saavedra"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2348970.0,
          "date_min": "2007-01-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1560000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3608-13-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c84453dd-5136-419c-b7fd-96d9a1f14ab7",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2292163.0,
          "date_min": "2007-01-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 78900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2429-15-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-12",
              "monto": 366508.0,
              "date_to": "2007-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-255-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "10de8a03-b88a-4fc2-a203-ca5b89ea8033",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD COQUIMBO HOSPITAL DE COQUIMBO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2257291.0,
          "date_min": "2007-02-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-06-07",
              "monto": 190777.0,
              "date_to": "2007-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2126-2286-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "255badad-006c-44ed-99bc-b24e74076bcb",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Magallanes"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2232508.0,
          "date_min": "2007-05-24",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "3b4e1b66-576b-40e3-adae-657b9b48685c",
            "kind": "institucion_publica",
            "canonical_name": "EMPRESA DE TRANSPORTE DE PASAJEROS METRO S.A."
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2183000.0,
          "date_min": "NA",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2164585.0,
          "date_min": "2007-03-16",
          "date_max": "2007-03-26",
          "sample": [
            {
              "date": "2007-03-16",
              "monto": 128234.0,
              "date_to": "2007-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3146-27-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-26",
              "monto": 2036351.0,
              "date_to": "2007-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-94-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "09db9f47-d704-4b58-aa7b-1b3052e00798",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Chiloé"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2104350.0,
          "date_min": "2007-01-18",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 1924989.0,
          "date_min": "2007-03-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 179500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2710-118-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-20",
              "monto": 26477.0,
              "date_to": "2007-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2710-168-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-29",
              "monto": 280412.0,
              "date_to": "2007-03-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2708-231-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c27e0d10-3f96-460c-b881-4fbe072caa22",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LAS CONDES"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1919973.0,
          "date_min": "2007-02-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-02-16",
              "monto": 86751.0,
              "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=2345-453-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-03",
              "monto": 642600.0,
              "date_to": "2007-03-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2345-564-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1775051.0,
          "date_min": "2007-02-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 27990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-193-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-16",
              "monto": 67473.0,
              "date_to": "2007-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2734-79-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-07",
              "monto": 816263.0,
              "date_to": "2007-02-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2734-53-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1703163.0,
          "date_min": "2007-11-05",
          "date_max": "2007-11-05",
          "sample": [
            {
              "date": "2007-11-05",
              "monto": 925463.0,
              "date_to": "2007-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2284-996-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fffe39c-fd09-4b0f-8367-5d80a16720f1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE LA MUJER Y LA EQUIDAD DE GENERO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1642184.0,
          "date_min": "2007-03-07",
          "date_max": "2007-03-20",
          "sample": [
            {
              "date": "2007-03-20",
              "monto": 226338.0,
              "date_to": "2007-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1886-30-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "40ff8448-4551-4533-935f-b1158de012fc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DE URGENCIA ASISTENCIA PUBLICA DR ALEJANDRO DEL RIO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1510856.0,
          "date_min": "2007-02-09",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1506917.0,
          "date_min": "2007-04-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 64600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2664-75-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5d981be9-d09f-4df7-9181-922f8af6300c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MACUL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1484820.0,
          "date_min": "2007-04-25",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1438542.0,
          "date_min": "2007-01-03",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1433538.0,
          "date_min": "2007-03-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 18900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2453-247-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ee10f1-0525-46db-98b6-2a40bf236fbd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paillaco"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1366548.0,
          "date_min": "2007-01-23",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "35e51c19-c188-4dda-9917-85fad8704075",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD SUR UNIDAD HOSPITALARI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1353420.0,
          "date_min": "2007-12-06",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "02ca26db-5f1a-4ce8-ab05-c0c477fe89ec",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pitrufquen"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1333534.0,
          "date_min": "2007-07-17",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "007f55ac-c5de-4df4-ae4a-b954d2a2932e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Negrete"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1310223.0,
          "date_min": "2007-03-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 515256.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4488-13-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2cd01477-594c-4910-aa9a-2b32826ccc8d",
            "kind": "institucion_publica",
            "canonical_name": "SERV SALUD METROPOLITANO CENTRAL HOSPITAL CLINICO SAN BORJA ARRIARAN"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1288530.0,
          "date_min": "2007-03-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 96000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1669-1505-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-19",
              "monto": 24337.0,
              "date_to": "2007-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1669-1806-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-21",
              "monto": 240760.0,
              "date_to": "2007-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1669-1911-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1254610.0,
          "date_min": "2007-02-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 316152.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2744-23-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "935aba5c-c2bf-4cc5-80ac-96d94a6a62cc",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLI CENTRAL DIRECCION DE ATENCION PRIMARIA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1250571.0,
          "date_min": "2007-01-19",
          "date_max": "2007-04-13",
          "sample": [
            {
              "date": "2007-01-19",
              "monto": 1090278.0,
              "date_to": "2007-01-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1655-6-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b2020aef-29cd-40ea-8898-e46cbddc61a2",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE TALCA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1229646.0,
          "date_min": "2007-01-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 334125.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5054-10-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-16",
              "monto": 16222.0,
              "date_to": "2007-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5052-162-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "797b9d99-245a-4eb7-9b80-54ff1c5486aa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1152515.0,
          "date_min": "2007-03-06",
          "date_max": "2008-02-15",
          "sample": []
        },
        {
          "other": {
            "id": "65b93cb5-30b3-4ac6-ab7a-dde363e7411f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO NORTE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1095764.0,
          "date_min": "2007-03-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-03-30",
              "monto": 178915.0,
              "date_to": "2007-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1963-302-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95569b41-3d37-4b5a-8b87-61a5e67dc193",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coltauco"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1083120.0,
          "date_min": "2007-04-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-04-23",
              "monto": 713048.0,
              "date_to": "2007-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-80-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5731abc0-a15b-4ed0-a8e3-7f2f2cfebd84",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL GUILLERMO GRANT BENAVENTE DE CO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1049818.0,
          "date_min": "2007-01-09",
          "date_max": "2007-09-14",
          "sample": []
        },
        {
          "other": {
            "id": "62e0ee75-1f59-4d29-8aea-29a816bcfb74",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Corral"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1037808.0,
          "date_min": "2007-03-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 473885.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3987-9-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0c4d5214-cf70-4cb1-8c15-c952b2e927d4",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yerbas Buenas"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1019966.0,
          "date_min": "2007-03-27",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "5bacb933-e741-490b-8e8c-cb3743e819bf",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO DE MAGALLANES DR. LAUTARO NAVARRO AVARIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1015920.0,
          "date_min": "2007-04-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 530400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5079-37-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3596382d-d8b1-46c0-8e5d-4aa33998b351",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Punitaqui"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1001706.0,
          "date_min": "2007-05-22",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "ae0248f1-0e86-4d32-b4b0-3a3f826d7eb7",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 999338.0,
          "date_min": "2007-03-09",
          "date_max": "2007-03-09",
          "sample": []
        },
        {
          "other": {
            "id": "ef80e139-7a91-4725-a430-f5577e9b9288",
            "kind": "institucion_publica",
            "canonical_name": "DEPARTAMENTO SALUD MUNICIPALIDAD DE QUILLON"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 998596.0,
          "date_min": "2007-05-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 455980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4367-19-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-22",
              "monto": 542616.0,
              "date_to": "2007-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4367-58-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f9045ebb-da1f-4ee4-9efc-526d4d6b8579",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION SERVICIO SALUD METROPOLITANO O"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 997764.0,
          "date_min": "2007-03-02",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "e055c4f1-e799-4dd8-a85b-d2ed6be23ecd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE POZO ALMONTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 995994.0,
          "date_min": "2007-02-14",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 979248.0,
          "date_min": "2007-03-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-05-23",
              "monto": 41580.0,
              "date_to": "2007-05-23",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-115-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 133500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3447-79-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-28",
              "monto": 146873.0,
              "date_to": "2007-03-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-368-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-16",
              "monto": 158865.0,
              "date_to": "2007-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-483-OC07",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 432,
        "count": 756,
        "monto_sum": 80383694.0
      }
    }
  },
  "card_updated_at": "2026-07-21T10:29:58.186772+00:00",
  "insights": {
    "stats": {
      "grado": 1014,
      "monto_sum": 181177609.0,
      "grado_pctl": 0.947062621045836,
      "monto_pctl": 0.8763718528082634,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-27",
            "monto": 2998800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3945-144-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2520000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3945-120-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5518800.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-30",
            "monto": 701481.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-195-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-01-11",
            "monto": 1803662.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-63-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1515683.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-16-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 589480.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-84-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4610306.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-16",
            "monto": 1847594.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2060-129-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-27",
            "monto": 52283.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2060-475-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-27",
            "monto": 347480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2060-964-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-11",
            "monto": 42840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2060-1054-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-04",
            "monto": 195160.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2060-1003-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 43936.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-144-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 292000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-291-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 131200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-303-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 36000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-319-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1552600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2060-18-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "536ebf12-9d76-474f-970e-16918dc7dd20",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ARAUCANIA NORTE HOSPITAL DE ANGOL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4541093.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-26",
            "monto": 1250452.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-240-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-26",
            "monto": 1200433.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-244-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1050800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2424-170-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1008768.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2424-171-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "name": "I.MUNICIPALIDAD DE VIÑA DEL MAR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4510453.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-07",
            "monto": 2441051.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-474-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2051304.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2013-126-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4492355.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-13",
            "monto": 557634.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-143-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-12",
            "monto": 79908.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-127-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-14",
            "monto": 53986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-148-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-17",
            "monto": 10710.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-429-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-24",
            "monto": 991508.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-467-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-14",
            "monto": 16660.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-557-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-28",
            "monto": 423164.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1718-791-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 833200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-383-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 9000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-396-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 14000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-485-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 355600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-571-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 468600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-64-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-12",
            "monto": 67150.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-67-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 45367.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1718-69-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "81a6bc16-db59-43ad-bae1-0fc04307988e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN RAMON",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3926487.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-12",
            "monto": 1859679.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2854-193-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1562756.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2854-74-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Puerto Varas",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3422435.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-19",
            "monto": 1056720.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3658-217-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-11",
            "monto": 791350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3658-206-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 665000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3658-82-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 888000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3658-89-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "a8ca69ad-f945-4f11-9ce2-f3fd4a64ea41",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Calera de Tango",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3401070.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-15",
            "monto": 223246.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-332-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-23",
            "monto": 55692.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-520-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-02",
            "monto": 557634.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2757-109-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-14",
            "monto": 803250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-123-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 187602.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-142-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 468600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2757-31-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 46800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-219-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 675000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-59-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN ANTONIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3017824.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-18",
            "monto": 685933.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5189-7-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-21",
            "monto": 525325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5188-107-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-14",
            "monto": 174692.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1559-531-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-26",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1559-923-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-23",
            "monto": 95795.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5189-60-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 441450.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5188-46-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 146800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1559-125-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 25000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1559-238-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 80500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5189-29-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 576415.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5189-1-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "6f582050-fc77-44dc-b44c-b7be0bcfe27a",
            "kind": "institucion_publica",
            "name": "SERVICIO SALUD OCCIDENTE HOSPITAL DR FELIX BULNES CERDA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2781660.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-24",
            "monto": 21408.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-265-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-08",
            "monto": 87329.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-407-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-02",
            "monto": 34343.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-40-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-02",
            "monto": 17255.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-42-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-13",
            "monto": 15587.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-43-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-12",
            "monto": 116528.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-209-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-12",
            "monto": 663425.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-204-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-09",
            "monto": 269178.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-379-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-29",
            "monto": 243545.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-475-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 13099.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-15-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 14500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-18-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 28860.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-23-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 97923.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-197-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 557500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-204-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 204660.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-329-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 17990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2961-85-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 73386.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2961-157-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2476516.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-26",
            "monto": 2036351.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-94-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-16",
            "monto": 128234.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3146-27-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 88280.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3149-16-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 107760.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3146-12-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bd20f14c-35a5-4548-80b8-e921a28f2653",
            "kind": "persona",
            "name": "PHARMAMED",
            "role": "ancla"
          },
          {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2360625.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 293,
        "monto": 166507410.0,
        "share": 0.9190286311814613
      },
      "periodo": {
        "desde": "2007-01-03",
        "hasta": "2008-02-15"
      },
      "monto_total": 181177609.0,
      "n_contratos": 1014,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 109034727.0
        },
        {
          "anio": 2008,
          "monto": 547516.0
        }
      ],
      "td_conocidos": 532,
      "n_contrapartes": 296,
      "n_trato_directo": 0,
      "top_contrapartes": [
        {
          "id": "6bd6cf22-158b-4157-a078-ff9278adcc27",
          "name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL",
          "monto": 5518800.0,
          "share": 0.03046071769276964
        },
        {
          "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
          "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
          "monto": 4610306.0,
          "share": 0.025446334265289923
        },
        {
          "id": "536ebf12-9d76-474f-970e-16918dc7dd20",
          "name": "SERVICIO DE SALUD ARAUCANIA NORTE HOSPITAL DE ANGOL",
          "monto": 4541093.0,
          "share": 0.025064316860479156
        }
      ],
      "pct_trato_directo": 0.0
    },
    "senales": [
      "0 de sus 532 contratos con dato fueron por trato directo (0%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}