{
  "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
  "kind": "empresa",
  "canonical_name": "Comercial San Fernando",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76194668-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 1236,
      "monto_sum": 3743444800.0,
      "groups": [
        {
          "other": {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Municipal de Panguipulli"
          },
          "direction": "in",
          "count": 46,
          "monto_sum": 156175347.0,
          "date_min": "2024-05-07",
          "date_max": "2024-11-19",
          "sample": [
            {
              "date": "2024-08-14",
              "monto": 1104392.0,
              "date_to": "2024-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267925-77-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-05",
              "monto": 11216981.0,
              "date_to": "2024-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-225-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-26",
              "monto": 310097.0,
              "date_to": "2024-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-268-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-16",
              "monto": 8292299.0,
              "date_to": "2024-08-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267926-88-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5a93a5c8-03df-4405-9b44-267c71cf7e39",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PUBLICA ANDALIEN SUR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 142303355.0,
          "date_min": "2021-02-25",
          "date_max": "2021-08-27",
          "sample": []
        },
        {
          "other": {
            "id": "eb3b3081-82da-49a1-b063-fe0fd4232833",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE PROTECCIÓN ESPECIALIZADA A LA NIÑEZ Y ADOLESCENCI"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 115188014.0,
          "date_min": "2022-07-28",
          "date_max": "2026-05-27",
          "sample": [
            {
              "date": "2025-07-08",
              "monto": 26497116.0,
              "date_to": "2025-07-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1347772-4-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-01",
              "monto": 4403252.0,
              "date_to": "2025-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-65-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-27",
              "monto": 4593323.0,
              "date_to": "2026-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-38-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-03",
              "monto": 4260595.0,
              "date_to": "2025-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-1350-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 102428268.0,
          "date_min": "2013-10-22",
          "date_max": "2025-02-10",
          "sample": [
            {
              "date": "2022-12-02",
              "monto": 1520915.0,
              "date_to": "2022-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=855-570-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE EL QUISCO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 81678639.0,
          "date_min": "2026-02-09",
          "date_max": "2026-07-07",
          "sample": [
            {
              "date": "2026-07-06",
              "monto": 4191160.0,
              "date_to": "2026-07-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3693-118-LE26",
              "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": 25,
          "monto_sum": 78585538.0,
          "date_min": "2012-10-17",
          "date_max": "2025-07-18",
          "sample": [
            {
              "date": "2013-10-24",
              "monto": 377094.0,
              "date_to": "2013-10-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=894-111-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-07-12",
              "monto": 922028.0,
              "date_to": "2016-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=994-562-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-12-01",
              "monto": 214185.0,
              "date_to": "2015-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=894-107-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9e510bd2-5361-4484-9bc1-e89919368aa6",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE MARIA PINTO"
          },
          "direction": "in",
          "count": 43,
          "monto_sum": 73172230.0,
          "date_min": "2022-08-16",
          "date_max": "2025-08-28",
          "sample": [
            {
              "date": "2025-08-26",
              "monto": 1279952.0,
              "date_to": "2025-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4099-428-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-03-16",
              "monto": 1821568.0,
              "date_to": "2023-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4099-168-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 50,
          "monto_sum": 68131555.0,
          "date_min": "2012-09-11",
          "date_max": "2024-09-23",
          "sample": [
            {
              "date": "2016-07-19",
              "monto": 1670498.0,
              "date_to": "2016-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2099-625-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-04-19",
              "monto": 159579.0,
              "date_to": "2022-04-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-219-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-06-13",
              "monto": 356957.0,
              "date_to": "2018-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-478-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-04-23",
              "monto": 679937.0,
              "date_to": "2021-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-366-SE21",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-10-09",
              "monto": 130864.0,
              "date_to": "2013-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-813-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2021-08-24",
              "monto": 231585.0,
              "date_to": "2021-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-869-SE21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12816386-ff79-4d21-87a7-c80490287b01",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE A"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 62428261.0,
          "date_min": "2024-01-02",
          "date_max": "2024-01-02",
          "sample": []
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 59914045.0,
          "date_min": "2014-06-10",
          "date_max": "2024-01-31",
          "sample": []
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 36,
          "monto_sum": 59791578.0,
          "date_min": "2014-06-11",
          "date_max": "2026-07-07",
          "sample": [
            {
              "date": "2023-07-24",
              "monto": 2187101.0,
              "date_to": "2023-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4556-143-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-13",
              "monto": 611702.0,
              "date_to": "2025-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4555-145-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-20",
              "monto": 888930.0,
              "date_to": "2026-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4555-77-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-13",
              "monto": 1.0,
              "date_to": "2023-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4301-664-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-15",
              "monto": 2215204.0,
              "date_to": "2026-01-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4555-11-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5ae147df-dc19-4130-98c8-73e959ff0d3c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FELIPE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 58047834.0,
          "date_min": "2021-02-02",
          "date_max": "2023-04-19",
          "sample": []
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 58013883.0,
          "date_min": "2015-01-16",
          "date_max": "2024-01-10",
          "sample": []
        },
        {
          "other": {
            "id": "8fa52a9f-4423-42d6-87d9-a176997ac9c3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Algarrobo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 57998233.0,
          "date_min": "2022-04-14",
          "date_max": "2022-06-02",
          "sample": []
        },
        {
          "other": {
            "id": "68d2fa27-b7f4-46e6-937c-a943b7474938",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ORIENTE HOSPITAL DEL SALVADOR"
          },
          "direction": "in",
          "count": 67,
          "monto_sum": 56903041.0,
          "date_min": "2022-08-03",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2024-10-04",
              "monto": 1085280.0,
              "date_to": "2024-10-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-3509-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-18",
              "monto": 1141257.0,
              "date_to": "2024-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057489-11539-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-01-29",
              "monto": 1085280.0,
              "date_to": "2024-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-443-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-29",
              "monto": 868224.0,
              "date_to": "2025-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-3090-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-01-09",
              "monto": 1085280.0,
              "date_to": "2023-01-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-116-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-24",
              "monto": 651168.0,
              "date_to": "2023-10-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-3660-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-26",
              "monto": 1085280.0,
              "date_to": "2024-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-3815-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-03",
              "monto": 651168.0,
              "date_to": "2022-08-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-606-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-10",
              "monto": 542640.0,
              "date_to": "2023-08-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1058085-2756-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a089ecec-6c40-4cbd-8c4c-57ea5dae3b36",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MEDIO AMBIENTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 52422807.0,
          "date_min": "2021-08-23",
          "date_max": "2022-08-17",
          "sample": [
            {
              "date": "2022-08-17",
              "monto": 13422814.0,
              "date_to": "2022-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=613419-62-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e0725a77-3e67-4162-9cf1-94b28e8759a1",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL SAN AGUSTIN DE LA LIGUA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 51984366.0,
          "date_min": "2013-12-03",
          "date_max": "2024-03-18",
          "sample": []
        },
        {
          "other": {
            "id": "07c58ae5-2ca4-4d26-aedf-237e4e0ce054",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Huechuraba"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 49269126.0,
          "date_min": "2014-08-07",
          "date_max": "2021-06-15",
          "sample": [
            {
              "date": "2019-08-08",
              "monto": 20999480.0,
              "date_to": "2019-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2792-580-SE19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 48870041.0,
          "date_min": "2013-11-12",
          "date_max": "2022-10-18",
          "sample": [
            {
              "date": "2022-08-30",
              "monto": 1122284.0,
              "date_to": "2022-08-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=633-675-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-08-30",
              "monto": 353430.0,
              "date_to": "2022-08-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=633-678-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-20",
              "monto": 237704.0,
              "date_to": "2022-09-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=633-749-SE22",
              "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": 2,
          "monto_sum": 48401346.0,
          "date_min": "2020-05-11",
          "date_max": "2026-02-27",
          "sample": []
        },
        {
          "other": {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Coquimbo"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 46174241.0,
          "date_min": "2018-04-16",
          "date_max": "2025-08-20",
          "sample": []
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 39125547.0,
          "date_min": "2017-06-01",
          "date_max": "2023-10-11",
          "sample": []
        },
        {
          "other": {
            "id": "fe661278-9ca3-4c47-b674-52b6a001d045",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 38211765.0,
          "date_min": "2022-11-07",
          "date_max": "2022-11-29",
          "sample": []
        },
        {
          "other": {
            "id": "3545286f-4e1f-4dd5-ba07-5aa9dfc2c07f",
            "kind": "institucion_publica",
            "canonical_name": "U.de Valparaíso-Dirección Capacit. y Formación Téc"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 32889481.0,
          "date_min": "2023-03-07",
          "date_max": "2023-05-30",
          "sample": [
            {
              "date": "2023-03-07",
              "monto": 29506526.0,
              "date_to": "2023-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5005-263-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 31065946.0,
          "date_min": "2013-11-21",
          "date_max": "2024-10-08",
          "sample": []
        },
        {
          "other": {
            "id": "a6974307-d604-4556-8f04-7713813251b3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lautaro"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 30125149.0,
          "date_min": "2016-12-15",
          "date_max": "2024-10-09",
          "sample": [
            {
              "date": "2024-10-09",
              "monto": 5016597.0,
              "date_to": "2024-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=514848-1439-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95f74c44-a6e4-4664-89c1-76ebc100c228",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Tierra Amarilla"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 29678362.0,
          "date_min": "2021-04-15",
          "date_max": "2021-04-15",
          "sample": []
        },
        {
          "other": {
            "id": "5eb0dcfd-1784-4a03-8b7a-edbda573b46e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE CORONEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 28877825.0,
          "date_min": "2023-12-29",
          "date_max": "2024-04-01",
          "sample": []
        },
        {
          "other": {
            "id": "cf55a78c-4f55-4697-9f5e-775e1ec0b8f0",
            "kind": "institucion_publica",
            "canonical_name": "I.Municipalidad de Mostazal"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 27552495.0,
          "date_min": "2022-08-24",
          "date_max": "2024-11-22",
          "sample": []
        },
        {
          "other": {
            "id": "2c954227-f930-4286-9a70-f57159da1969",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coihueco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 26443694.0,
          "date_min": "2022-01-28",
          "date_max": "2026-06-16",
          "sample": [
            {
              "date": "2026-06-11",
              "monto": 9243697.0,
              "date_to": "2026-06-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=229-57-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-16",
              "monto": 10999999.0,
              "date_to": "2026-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=229-445-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 24970246.0,
          "date_min": "2022-11-23",
          "date_max": "2023-11-10",
          "sample": []
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 24065574.0,
          "date_min": "2013-07-24",
          "date_max": "2019-12-12",
          "sample": [
            {
              "date": "2016-02-25",
              "monto": 297428.0,
              "date_to": "2016-02-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-701-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 23555803.0,
          "date_min": "2013-07-17",
          "date_max": "2022-06-10",
          "sample": []
        },
        {
          "other": {
            "id": "4a8806e9-00b9-479e-ae51-698168529393",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHILE CHICO"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 22784069.0,
          "date_min": "2023-04-14",
          "date_max": "2023-11-29",
          "sample": []
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 22229638.0,
          "date_min": "2018-05-24",
          "date_max": "2022-04-04",
          "sample": []
        },
        {
          "other": {
            "id": "6a2ea0ac-f145-471e-bbbb-d546c67af3d2",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vilcún"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 21997626.0,
          "date_min": "2020-09-03",
          "date_max": "2020-09-03",
          "sample": []
        },
        {
          "other": {
            "id": "ea21a14d-8fc4-43c3-8ad7-aa5db59c153c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Higuera"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 21980608.0,
          "date_min": "2022-04-12",
          "date_max": "2022-12-16",
          "sample": []
        },
        {
          "other": {
            "id": "e3f0a3cb-f4c2-4c3a-a3c8-9a0fe9767d0d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VICTORIA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 21917286.0,
          "date_min": "2016-12-20",
          "date_max": "2022-10-25",
          "sample": [
            {
              "date": "2022-10-25",
              "monto": 384060.0,
              "date_to": "2022-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3709-1600-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b67a9a43-3207-486f-af32-c8d375d4a321",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de los Lagos"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 21749052.0,
          "date_min": "2014-04-24",
          "date_max": "2020-03-09",
          "sample": [
            {
              "date": "2020-03-09",
              "monto": 14911747.0,
              "date_to": "2020-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2986-143-SE20",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-10-05",
              "monto": 2122779.0,
              "date_to": "2017-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3653-1501-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de1e8029-1f7b-4e77-a247-ef216a2fc8fd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD IQUIQUE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 21606147.0,
          "date_min": "2015-03-06",
          "date_max": "2016-12-29",
          "sample": [
            {
              "date": "2016-12-29",
              "monto": 10471985.0,
              "date_to": "2016-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2015-03-06",
              "monto": 4297980.0,
              "date_to": "2015-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1647-1666-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 21174005.0,
          "date_min": "2016-01-06",
          "date_max": "2025-01-08",
          "sample": []
        },
        {
          "other": {
            "id": "7abf92ba-9c9a-4db1-9a14-4bfcef82337b",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LAS CABRAS"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 20789227.0,
          "date_min": "2022-02-08",
          "date_max": "2025-09-22",
          "sample": []
        },
        {
          "other": {
            "id": "3942a085-899a-4661-92b1-f31cc5376cbd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 20669405.0,
          "date_min": "2012-11-13",
          "date_max": "2023-03-03",
          "sample": [
            {
              "date": "2022-07-19",
              "monto": 213626.0,
              "date_to": "2022-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2336-629-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e2d7c972-baa1-494f-87f6-2a6b321697fe",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE CONCON"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 19987872.0,
          "date_min": "2014-08-20",
          "date_max": "2023-05-17",
          "sample": [
            {
              "date": "2014-08-20",
              "monto": 71257.0,
              "date_to": "2014-08-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2594-885-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 19873236.0,
          "date_min": "2015-03-13",
          "date_max": "2025-02-28",
          "sample": [
            {
              "date": "2023-03-07",
              "monto": 4675728.0,
              "date_to": "2023-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3146-18-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 19660368.0,
          "date_min": "2016-08-10",
          "date_max": "2025-06-10",
          "sample": [
            {
              "date": "2021-07-07",
              "monto": 2499000.0,
              "date_to": "2021-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3825-152-SE21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a49235da-488a-4184-b3db-4684d609513c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SANTA CRUZ"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 18279025.0,
          "date_min": "2022-04-25",
          "date_max": "2026-06-08",
          "sample": [
            {
              "date": "2026-06-05",
              "monto": 729936.0,
              "date_to": "2026-06-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2107-74-LE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c9e001dd-e851-4cf4-ac6b-b90f6402cee2",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 18036518.0,
          "date_min": "2022-02-08",
          "date_max": "2023-12-19",
          "sample": []
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 17606566.0,
          "date_min": "2018-04-23",
          "date_max": "2018-04-23",
          "sample": []
        },
        {
          "other": {
            "id": "b6b484bf-e923-4a4e-8a90-40fca7c7015d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 16950717.0,
          "date_min": "2014-05-07",
          "date_max": "2014-05-07",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 358,
        "count": 753,
        "monto_sum": 1511709800.0
      }
    }
  },
  "card_updated_at": "2026-07-21T09:23:52.481236+00:00",
  "insights": {
    "stats": {
      "grado": 1222,
      "monto_sum": 3728755513.0,
      "grado_pctl": 0.8163129973474801,
      "monto_pctl": 0.8441644562334217,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-08",
            "monto": 26497116.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1347772-4-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-07-28",
            "monto": 6901992.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1208129-326-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-21",
            "monto": 50399999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1208541-66-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-10",
            "monto": 2729017.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-41-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-28",
            "monto": 2693460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-53-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-01",
            "monto": 4403252.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-65-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-03",
            "monto": 2883531.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-70-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-03",
            "monto": 4260595.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-1350-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-29",
            "monto": 4438809.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-2-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-05",
            "monto": 2693460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-18-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 2693460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-31-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-27",
            "monto": 4593323.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347772-38-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "eb3b3081-82da-49a1-b063-fe0fd4232833",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DE PROTECCIÓN ESPECIALIZADA A LA NIÑEZ Y ADOLESCENCI",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 115188014.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-02-09",
            "monto": 59999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3693-9-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-02",
            "monto": 12500000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3693-52-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 4191160.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3693-118-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE EL QUISCO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 76691159.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2022-01-28",
            "monto": 6199998.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=229-111-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-11",
            "monto": 9243697.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=229-57-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-16",
            "monto": 10999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=229-445-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "2c954227-f930-4286-9a70-f57159da1969",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Coihueco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 26443694.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2022-04-25",
            "monto": 5319242.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2107-772-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-18",
            "monto": 5711571.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2107-1940-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-09",
            "monto": 224010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2107-248-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-17",
            "monto": 264613.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2107-409-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-17",
            "monto": 5161030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2107-297-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-08",
            "monto": 868623.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2107-1095-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-05",
            "monto": 729936.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2107-74-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "a49235da-488a-4184-b3db-4684d609513c",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD HOSPITAL DE SANTA CRUZ",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 18279025.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2021-01-29",
            "monto": 225371.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-26-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-05-10",
            "monto": 650570.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-172-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-07",
            "monto": 1796114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-85-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-05",
            "monto": 712750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-59-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-01",
            "monto": 761580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-130-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-18",
            "monto": 1796695.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-300-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 1203090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3996-320-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-18",
            "monto": 1509828.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3996-27-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "95569b41-3d37-4b5a-8b87-61a5e67dc193",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Coltauco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8655998.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2021-09-27",
            "monto": 1285114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-202-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-10-22",
            "monto": 1157470.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-245-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-12-06",
            "monto": 137840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-339-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-12-17",
            "monto": 359222.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-382-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-04-29",
            "monto": 1289069.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-95-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-24",
            "monto": 115020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-1291-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-22",
            "monto": 582743.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-39-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-12",
            "monto": 33781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-443-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-12",
            "monto": 28388.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-90-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-12",
            "monto": 658520.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-95-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 17078.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-498-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-15",
            "monto": 783638.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-451-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 108140.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-495-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-18",
            "monto": 392900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-91-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 403504.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-94-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7352427.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2021-04-05",
            "monto": 1579548.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4493-225-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-08-06",
            "monto": 1895422.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4493-673-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-16",
            "monto": 356643.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4493-1175-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-06",
            "monto": 1918094.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4493-587-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-29",
            "monto": 3800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4493-217-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-17",
            "monto": 860740.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4493-14-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "85ff957c-d387-4f5e-8d87-cc6d7350428c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Penco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6614247.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-02-25",
            "monto": 4967060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4162-83-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 1614008.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4164-303-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 11794.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4164-31-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "0c41e1e5-ce89-4e77-af6a-958648db53bb",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE DONIHUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6592862.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-10",
            "monto": 867538.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1196-14-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-11",
            "monto": 3210858.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1201-461-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-09-16",
            "monto": 338471.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-155-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-04-13",
            "monto": 347325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1201-50-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-14",
            "monto": 827940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-155-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-14",
            "monto": 133137.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-156-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-14",
            "monto": 71292.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1196-157-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5796561.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-01",
            "monto": 1762920.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1057544-201-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-22",
            "monto": 177786.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057544-13921-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-05",
            "monto": 1903971.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057544-21306-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-24",
            "monto": 355572.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057544-7020-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-24",
            "monto": 177786.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057544-8797-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "cb0a627c-ecda-4827-beb8-7563cdc4e85c",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD DE TALCAHUANO HOSPITAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4378035.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-15",
            "monto": 779100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=547640-7-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-18",
            "monto": 2151084.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=547640-365-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-15",
            "monto": 927129.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=547640-126-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Villa Alegre",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3857313.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-25",
            "monto": 1511611.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1481-14-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-24",
            "monto": 1270262.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1481-6-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "dc8a9864-a938-41b1-ae9c-8f5d0613dda0",
            "kind": "empresa",
            "name": "Comercial San Fernando",
            "role": "ancla"
          },
          {
            "id": "4cf81a3a-eca2-4f7f-8630-70bf3aeddc55",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2781873.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 388,
        "monto": 3327764107.0,
        "share": 0.8894362249177419
      },
      "periodo": {
        "desde": "2012-09-10",
        "hasta": "2026-07-24"
      },
      "monto_total": 3741430823.0,
      "n_contratos": 1233,
      "serie_anual": [
        {
          "anio": 2012,
          "monto": 27488536.0
        },
        {
          "anio": 2013,
          "monto": 128282393.0
        },
        {
          "anio": 2014,
          "monto": 129925410.0
        },
        {
          "anio": 2015,
          "monto": 81185989.0
        },
        {
          "anio": 2016,
          "monto": 135759957.0
        },
        {
          "anio": 2017,
          "monto": 103111256.0
        },
        {
          "anio": 2018,
          "monto": 133184916.0
        },
        {
          "anio": 2019,
          "monto": 62530864.0
        },
        {
          "anio": 2020,
          "monto": 233057869.0
        },
        {
          "anio": 2021,
          "monto": 606761307.0
        },
        {
          "anio": 2022,
          "monto": 490250328.0
        },
        {
          "anio": 2023,
          "monto": 580651800.0
        },
        {
          "anio": 2024,
          "monto": 528765581.0
        },
        {
          "anio": 2025,
          "monto": 291425855.0
        },
        {
          "anio": 2026,
          "monto": 209048762.0
        }
      ],
      "td_conocidos": 1207,
      "n_contrapartes": 391,
      "n_trato_directo": 38,
      "top_contrapartes": [
        {
          "id": "00151795-d53e-4f26-92ea-d2863561dac8",
          "name": "Corporación Municipal de Panguipulli",
          "monto": 156175347.0,
          "share": 0.04174214475380132
        },
        {
          "id": "5a93a5c8-03df-4405-9b44-267c71cf7e39",
          "name": "SERVICIO LOCAL DE EDUCACION PUBLICA ANDALIEN SUR",
          "monto": 142303355.0,
          "share": 0.03803447443828364
        },
        {
          "id": "eb3b3081-82da-49a1-b063-fe0fd4232833",
          "name": "SERVICIO NACIONAL DE PROTECCIÓN ESPECIALIZADA A LA NIÑEZ Y ADOLESCENCI",
          "monto": 115188014.0,
          "share": 0.030787155890173196
        }
      ],
      "pct_trato_directo": 0.03148301574150787
    },
    "senales": [
      "38 de sus 1207 contratos con dato fueron por trato directo (3%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}