{
  "id": "a6c4c712-123c-4908-816a-5493e45c5816",
  "kind": "persona",
  "canonical_name": "Valeria Bruhn",
  "identity_class": "debil",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "infolobby_uri",
      "id_value": "118766f435cd75cababf977ce3028e2e"
    }
  ],
  "relationships": {
    "lobby": {
      "total": 183,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "9bebd1fd-6189-45c2-b099-fbe2e30de628",
            "kind": "persona",
            "canonical_name": "Mauricio Eduardo Zúñiga Barrientos"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2022-10-25",
          "date_max": "2023-02-13",
          "sample": [
            {
              "date": "2022-10-25",
              "monto": null,
              "date_to": "2022-10-25",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025783061",
              "source_name": "infolobby"
            },
            {
              "date": "2023-01-27",
              "monto": null,
              "date_to": "2023-01-27",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026141001",
              "source_name": "infolobby"
            },
            {
              "date": "2022-11-11",
              "monto": null,
              "date_to": "2022-11-11",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856671",
              "source_name": "infolobby"
            },
            {
              "date": "2023-02-13",
              "monto": null,
              "date_to": "2023-02-13",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026035271",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "0696137f-b280-477a-aacf-04df92066f98",
            "kind": "persona",
            "canonical_name": "Luis Antonio Calderon Machuca"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2022-11-24",
          "date_max": "2023-07-21",
          "sample": [
            {
              "date": "2022-11-24",
              "monto": null,
              "date_to": "2022-11-24",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856741",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "c2b029f3-fe3f-480d-9a24-9a0fb3cfea1b",
            "kind": "persona",
            "canonical_name": "Ignacio Morande Ruiz Tagle"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2022-11-24",
          "date_max": "2023-07-21",
          "sample": [
            {
              "date": "2023-07-21",
              "monto": null,
              "date_to": "2023-07-21",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026365921",
              "source_name": "infolobby"
            },
            {
              "date": "2022-12-16",
              "monto": null,
              "date_to": "2022-12-16",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025920611",
              "source_name": "infolobby"
            },
            {
              "date": "2022-11-24",
              "monto": null,
              "date_to": "2022-11-24",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856741",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "4287c6f6-7309-4fed-8c03-0c1ef0e03e23",
            "kind": "persona",
            "canonical_name": "Julio Rafael Crovetto Roba"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2022-11-08",
          "date_max": "2023-06-23",
          "sample": [
            {
              "date": "2022-11-08",
              "monto": null,
              "date_to": "2022-11-08",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856581",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "b98100b3-0e04-4ca1-b615-04401d235211",
            "kind": "persona",
            "canonical_name": "Antonio Ciuffardi Chiesa"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2022-11-08",
          "date_max": "2023-06-23",
          "sample": [
            {
              "date": "2023-06-23",
              "monto": null,
              "date_to": "2023-06-23",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309821",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "f854c3eb-bde9-4517-a352-499f43dfdd7c",
            "kind": "persona",
            "canonical_name": "Ramon Astor"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2023-02-02",
          "date_max": "2023-06-02",
          "sample": [
            {
              "date": "2023-06-02",
              "monto": null,
              "date_to": "2023-06-02",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309531",
              "source_name": "infolobby"
            },
            {
              "date": "2023-03-24",
              "monto": null,
              "date_to": "2023-03-24",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026085671",
              "source_name": "infolobby"
            },
            {
              "date": "2023-02-02",
              "monto": null,
              "date_to": "2023-02-02",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026035101",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "a52bbc07-7cf9-44d0-a91b-88d164622c65",
            "kind": "persona",
            "canonical_name": "Pablo Luisetti"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2016-12-28",
          "date_max": "2023-03-24",
          "sample": [
            {
              "date": "2016-12-28",
              "monto": null,
              "date_to": "2016-12-28",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0021250211",
              "source_name": "infolobby"
            },
            {
              "date": "2022-12-22",
              "monto": null,
              "date_to": "2022-12-22",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025920811",
              "source_name": "infolobby"
            },
            {
              "date": "2023-03-24",
              "monto": null,
              "date_to": "2023-03-24",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026085641",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "eb656895-7dcf-4642-b887-f27569462765",
            "kind": "persona",
            "canonical_name": "Carlos Herrera"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-07-08",
          "date_max": "2025-07-08",
          "sample": [
            {
              "date": "2025-07-08",
              "monto": null,
              "date_to": "2025-07-08",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0108571421",
              "source_name": "infolobby"
            },
            {
              "date": "2025-07-08",
              "monto": null,
              "date_to": "2025-07-08",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0108571411",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "e82a783a-4691-420f-b829-dae5b8acb352",
            "kind": "persona",
            "canonical_name": "Arturo Castillo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2023-03-23",
          "date_max": "2023-07-28",
          "sample": []
        },
        {
          "other": {
            "id": "d9a0b738-787c-4c39-92a5-e2e63ab003bb",
            "kind": "persona",
            "canonical_name": "Francisco Guzman"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2023-03-17",
          "date_max": "2023-07-21",
          "sample": [
            {
              "date": "2023-03-17",
              "monto": null,
              "date_to": "2023-03-17",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026085381",
              "source_name": "infolobby"
            },
            {
              "date": "2023-07-21",
              "monto": null,
              "date_to": "2023-07-21",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026365911",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "43dfc158-a0ee-4ee9-88f5-ffde401ede0d",
            "kind": "persona",
            "canonical_name": "Gerardo Morandé"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2023-04-06",
          "date_max": "2023-07-11",
          "sample": [
            {
              "date": "2023-07-11",
              "monto": null,
              "date_to": "2023-07-11",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026345221",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "cdd2834c-a956-4418-95d8-5e974fa52f37",
            "kind": "persona",
            "canonical_name": "Arturo Marin Robles"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2023-04-21",
          "date_max": "2023-06-23",
          "sample": [
            {
              "date": "2023-04-21",
              "monto": null,
              "date_to": "2023-04-21",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026145651",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "41da3924-5770-4f90-9061-d9626f4a9a51",
            "kind": "persona",
            "canonical_name": "Eduardo Lahsen Matus De La Parra"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2022-12-01",
          "date_max": "2023-06-02",
          "sample": [
            {
              "date": "2022-12-01",
              "monto": null,
              "date_to": "2022-12-01",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856921",
              "source_name": "infolobby"
            },
            {
              "date": "2023-06-02",
              "monto": null,
              "date_to": "2023-06-02",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309541",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "62cc80fd-7b40-488a-b634-a75cf5452a3d",
            "kind": "persona",
            "canonical_name": "Kwang Soo Kim"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2023-04-04",
          "date_max": "2023-05-10",
          "sample": [
            {
              "date": "2023-04-04",
              "monto": null,
              "date_to": "2023-04-04",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026140801",
              "source_name": "infolobby"
            },
            {
              "date": "2023-05-10",
              "monto": null,
              "date_to": "2023-05-10",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026239851",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "45b5e7b7-44bc-46cc-92ec-576fabb7d4c8",
            "kind": "persona",
            "canonical_name": "Guillermo García Cano"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2022-12-02",
          "date_max": "2023-03-24",
          "sample": [
            {
              "date": "2022-12-02",
              "monto": null,
              "date_to": "2022-12-02",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856871",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "5d4c02ba-c7b2-430f-b155-8d758b003e9b",
            "kind": "persona",
            "canonical_name": "Rafael Mery Pinto"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2022-12-02",
          "date_max": "2023-03-24",
          "sample": [
            {
              "date": "2022-12-02",
              "monto": null,
              "date_to": "2022-12-02",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025856871",
              "source_name": "infolobby"
            },
            {
              "date": "2023-03-24",
              "monto": null,
              "date_to": "2023-03-24",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026085671",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "99551c99-2df9-4363-a26c-021dc6c64220",
            "kind": "persona",
            "canonical_name": "Francisco Ariztia"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2022-12-07",
          "date_max": "2023-03-23",
          "sample": [
            {
              "date": "2022-12-07",
              "monto": null,
              "date_to": "2022-12-07",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0025902131",
              "source_name": "infolobby"
            },
            {
              "date": "2023-03-23",
              "monto": null,
              "date_to": "2023-03-23",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026085431",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "2fcf1e95-fc97-4aa5-a8bb-6ebc1ae86920",
            "kind": "persona",
            "canonical_name": "Matías Cristóbal Daneri Bascuñán"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2022-12-16",
          "date_max": "2023-03-01",
          "sample": [
            {
              "date": "2023-03-01",
              "monto": null,
              "date_to": "2023-03-01",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026035381",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "e2f86928-14f5-46b5-bfa7-7bc673aa483e",
            "kind": "persona",
            "canonical_name": "Nicole Albornoz"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2026-05-07",
          "date_max": "2026-05-07",
          "sample": [
            {
              "date": "2026-05-07",
              "monto": null,
              "date_to": "2026-05-07",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0149071191",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "ec2ca8fe-0b7c-442c-8269-5fe616fcd6c3",
            "kind": "persona",
            "canonical_name": "Manuel Pastenes"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2026-04-23",
          "date_max": "2026-04-23",
          "sample": [
            {
              "date": "2026-04-23",
              "monto": null,
              "date_to": "2026-04-23",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0149015381",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "99c90ea3-e6b1-4374-86a3-5d802a8bf41d",
            "kind": "persona",
            "canonical_name": "Claudio Soto"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-11-04",
          "date_max": "2025-11-04",
          "sample": [
            {
              "date": "2025-11-04",
              "monto": null,
              "date_to": "2025-11-04",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0148589701",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "e551979f-8ee6-4f5a-814e-05181ebf6331",
            "kind": "persona",
            "canonical_name": "Ivonne Moreno"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-09-23",
          "date_max": "2025-09-23",
          "sample": [
            {
              "date": "2025-09-23",
              "monto": null,
              "date_to": "2025-09-23",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/aw0028504861",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "f6c1ea9a-70a9-4271-bf62-a72ecd3870a3",
            "kind": "persona",
            "canonical_name": "Eva Cancino"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-07-14",
          "date_max": "2025-07-14",
          "sample": [
            {
              "date": "2025-07-14",
              "monto": null,
              "date_to": "2025-07-14",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0148177011",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "a68f7350-7ab3-49f3-9e1a-6dc3c91304b6",
            "kind": "persona",
            "canonical_name": "Jaime Huidobro"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-11-26",
          "date_max": "2024-11-26",
          "sample": [
            {
              "date": "2024-11-26",
              "monto": null,
              "date_to": "2024-11-26",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0107573581",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "a515cf39-efa7-4191-904a-beca39e23a08",
            "kind": "persona",
            "canonical_name": "Juan Muñoz"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-08-12",
          "date_max": "2024-08-12",
          "sample": [
            {
              "date": "2024-08-12",
              "monto": null,
              "date_to": "2024-08-12",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/an0017310691",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "f2506c47-7593-4c42-bd96-70dd72a1eac6",
            "kind": "persona",
            "canonical_name": "Víctor Neira"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-07-17",
          "date_max": "2024-07-17",
          "sample": [
            {
              "date": "2024-07-17",
              "monto": null,
              "date_to": "2024-07-17",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0147239031",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "8f0b4f64-7ec1-4636-af18-170b0d5edc64",
            "kind": "persona",
            "canonical_name": "Daniel Bifani"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-06-27",
          "date_max": "2024-06-27",
          "sample": [
            {
              "date": "2024-06-27",
              "monto": null,
              "date_to": "2024-06-27",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0027210101",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "af6190d5-4b29-4fe9-8063-e04eb0c6a609",
            "kind": "persona",
            "canonical_name": "Mauricio Fabry"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-06-27",
          "date_max": "2024-06-27",
          "sample": [
            {
              "date": "2024-06-27",
              "monto": null,
              "date_to": "2024-06-27",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/ab0817218691",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "11b1ae9d-e3ae-47b4-afcc-a9cb32c7651a",
            "kind": "persona",
            "canonical_name": "Johana Escobar Ruíz"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-03-27",
          "date_max": "2024-03-27",
          "sample": [
            {
              "date": "2024-03-27",
              "monto": null,
              "date_to": "2024-03-27",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0147016821",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "1850a1c5-3dc8-444b-9e32-0cfcd321fc84",
            "kind": "persona",
            "canonical_name": "Paola Tapia"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-03-27",
          "date_max": "2024-03-27",
          "sample": [
            {
              "date": "2024-03-27",
              "monto": null,
              "date_to": "2024-03-27",
              "rel_type": "audiencia_lobby",
              "direction": "out",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/an0016933041",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "217737ee-022f-4115-9826-e088db44a7cb",
            "kind": "persona",
            "canonical_name": "Cecilia Margarita Rodríguez Aguilera"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-08-18",
          "date_max": "2023-08-18",
          "sample": [
            {
              "date": "2023-08-18",
              "monto": null,
              "date_to": "2023-08-18",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026442991",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "25279e94-a58e-4af5-aa16-87cb24594580",
            "kind": "persona",
            "canonical_name": "Luis Avila"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-08-18",
          "date_max": "2023-08-18",
          "sample": [
            {
              "date": "2023-08-18",
              "monto": null,
              "date_to": "2023-08-18",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026442991",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "5595519f-000e-4b73-9a86-4aa3bb257ff4",
            "kind": "persona",
            "canonical_name": "Consuelo Larrea"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-08-18",
          "date_max": "2023-08-18",
          "sample": []
        },
        {
          "other": {
            "id": "1de9b7d7-c849-418f-89c5-61717d23eaee",
            "kind": "persona",
            "canonical_name": "Luis Knaak"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-08-07",
          "date_max": "2023-08-07",
          "sample": [
            {
              "date": "2023-08-07",
              "monto": null,
              "date_to": "2023-08-07",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026442981",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "1c67c23e-cea5-4b97-b781-2e9c173456d4",
            "kind": "persona",
            "canonical_name": "José Gabriel Alemparte Mery"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-28",
          "date_max": "2023-07-28",
          "sample": []
        },
        {
          "other": {
            "id": "ad55838d-a5ca-48ec-ae3d-145ac6b118e9",
            "kind": "persona",
            "canonical_name": "Alvaro Villanueva Rojas"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-28",
          "date_max": "2023-07-28",
          "sample": [
            {
              "date": "2023-07-28",
              "monto": null,
              "date_to": "2023-07-28",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026374341",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "2db9ba5b-a970-4901-8db6-5a40a3c16727",
            "kind": "persona",
            "canonical_name": "Francisco Javier Reyes Van Bebber"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-21",
          "date_max": "2023-07-21",
          "sample": [
            {
              "date": "2023-07-21",
              "monto": null,
              "date_to": "2023-07-21",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026365911",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "01d1a239-2e20-4efe-8895-f4d0b90f92eb",
            "kind": "persona",
            "canonical_name": "Marcelo Valenzuela"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-14",
          "date_max": "2023-07-14",
          "sample": [
            {
              "date": "2023-07-14",
              "monto": null,
              "date_to": "2023-07-14",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026345191",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "91a90a2b-ec0f-41c5-ae91-9970fe4b999c",
            "kind": "persona",
            "canonical_name": "Raimundo Pérez-cotapos"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-13",
          "date_max": "2023-07-13",
          "sample": [
            {
              "date": "2023-07-13",
              "monto": null,
              "date_to": "2023-07-13",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026345201",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "9217aa74-c210-45d5-abc8-50a8bba1523e",
            "kind": "persona",
            "canonical_name": "Andrés Morandé Larraín"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-11",
          "date_max": "2023-07-11",
          "sample": []
        },
        {
          "other": {
            "id": "3dfea55d-38c6-4ca0-b423-5e300b6de37a",
            "kind": "persona",
            "canonical_name": "Albero Powuonka"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-10",
          "date_max": "2023-07-10",
          "sample": [
            {
              "date": "2023-07-10",
              "monto": null,
              "date_to": "2023-07-10",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026345211",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "ab612dfc-165f-49ce-b5a2-ec52c80d1353",
            "kind": "persona",
            "canonical_name": "Paulo Brandt"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-07-10",
          "date_max": "2023-07-10",
          "sample": [
            {
              "date": "2023-07-10",
              "monto": null,
              "date_to": "2023-07-10",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026345211",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "2d7576d4-a7aa-4ad9-9fb5-072280491d56",
            "kind": "persona",
            "canonical_name": "Mauricio Levy"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-23",
          "date_max": "2023-06-23",
          "sample": [
            {
              "date": "2023-06-23",
              "monto": null,
              "date_to": "2023-06-23",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309771",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "38b3dcb6-4550-40a6-bf89-f2e52eb3cdf0",
            "kind": "persona",
            "canonical_name": "Fabian Bakulic Govorsin"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-23",
          "date_max": "2023-06-23",
          "sample": [
            {
              "date": "2023-06-23",
              "monto": null,
              "date_to": "2023-06-23",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309821",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "594e76d3-9f85-4d19-ba7e-dbc98f6bbb52",
            "kind": "persona",
            "canonical_name": "Javier De Vicente Sánchez"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-23",
          "date_max": "2023-06-23",
          "sample": []
        },
        {
          "other": {
            "id": "080901a5-14e5-4786-a6cf-89d595b80987",
            "kind": "persona",
            "canonical_name": "Javier Eduardo Wolf"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-09",
          "date_max": "2023-06-09",
          "sample": []
        },
        {
          "other": {
            "id": "31f929f8-a3b7-4eea-9773-3461e39c725c",
            "kind": "persona",
            "canonical_name": "José Ignacio Menchaca Zerega"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-09",
          "date_max": "2023-06-09",
          "sample": [
            {
              "date": "2023-06-09",
              "monto": null,
              "date_to": "2023-06-09",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309571",
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "614dbb5d-31df-49aa-bb5f-ded9b1918137",
            "kind": "persona",
            "canonical_name": "Andrea Bruzzone"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-09",
          "date_max": "2023-06-09",
          "sample": []
        },
        {
          "other": {
            "id": "70dd737c-b1d6-4096-8a0d-a3ce65556f04",
            "kind": "persona",
            "canonical_name": "Raul Aguilera"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-09",
          "date_max": "2023-06-09",
          "sample": []
        },
        {
          "other": {
            "id": "824c8ed2-c959-44e6-ae66-a71d04f1a969",
            "kind": "persona",
            "canonical_name": "Jorge Norambuena"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2023-06-09",
          "date_max": "2023-06-09",
          "sample": [
            {
              "date": "2023-06-09",
              "monto": null,
              "date_to": "2023-06-09",
              "rel_type": "audiencia_lobby",
              "direction": "in",
              "confidence": 0.57,
              "source_url": "http://datos.infolobby.cl/infolobby/registroaudiencia/am0026309571",
              "source_name": "infolobby"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 107,
        "count": 107,
        "monto_sum": null
      }
    },
    "cargos": {
      "total": 5,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "ddd4a151-bd76-4365-9a3d-7f2ac5497d12",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCIÓN GENERAL DE OBRAS PÚBLICAS DEL MINISTERIO DE OBRAS PÚBLICAS"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2016-05-11",
          "date_max": "2023-08-25",
          "sample": [
            {
              "date": "2022-10-11",
              "monto": null,
              "date_to": "2023-08-25",
              "rel_type": "ejerce_cargo",
              "direction": "out",
              "confidence": 0.57,
              "source_url": null,
              "source_name": "infolobby"
            },
            {
              "date": "2016-05-11",
              "monto": null,
              "date_to": "2018-04-03",
              "rel_type": "ejerce_cargo",
              "direction": "out",
              "confidence": 0.57,
              "source_url": null,
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "f41bdb5a-ff48-4382-9c7b-3c6e0e045af0",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARÍA DE OBRAS PÚBLICAS"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2022-06-06",
          "date_max": "2022-10-12",
          "sample": [
            {
              "date": "2022-06-06",
              "monto": null,
              "date_to": "2022-10-12",
              "rel_type": "ejerce_cargo",
              "direction": "out",
              "confidence": 0.57,
              "source_url": null,
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "e9fa96b7-529a-4357-af6c-5c2ed1ed424c",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL REGIÓN METROPOLITANA DE SANTIAGO"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2021-07-14",
          "date_max": "2022-04-30",
          "sample": [
            {
              "date": "2021-07-14",
              "monto": null,
              "date_to": "2022-04-30",
              "rel_type": "ejerce_cargo",
              "direction": "out",
              "confidence": 0.57,
              "source_url": null,
              "source_name": "infolobby"
            }
          ]
        },
        {
          "other": {
            "id": "245a6506-d706-4e49-8da0-31dfd6ecf760",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCIÓN GENERAL DE CONCESIONES DE OBRAS PÚBLICAS (DGC)"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2019-05-02",
          "date_max": "2021-08-31",
          "sample": [
            {
              "date": "2019-05-02",
              "monto": null,
              "date_to": "2021-08-31",
              "rel_type": "ejerce_cargo",
              "direction": "out",
              "confidence": 0.57,
              "source_url": null,
              "source_name": "infolobby"
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T08:57:45.694513+00:00",
  "insights": {
    "stats": {
      "grado": 188,
      "monto_sum": 0.0,
      "grado_pctl": 0.6989846053062562,
      "monto_pctl": 0.0,
      "sector_code": "sin_clasificar"
    },
    "cruces": [
      {
        "kind": "autoridad_proveedora",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2021-08-31",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2019-05-02",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "representa_a",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.81,
            "source_url": null,
            "valid_from": null,
            "source_name": "infolobby"
          }
        ],
        "nodes": [
          {
            "id": "a6c4c712-123c-4908-816a-5493e45c5816",
            "kind": "persona",
            "name": "Valeria Bruhn",
            "role": "puente",
            "identity_class": "debil"
          },
          {
            "id": "245a6506-d706-4e49-8da0-31dfd6ecf760",
            "kind": "institucion_publica",
            "name": "DIRECCIÓN GENERAL DE CONCESIONES DE OBRAS PÚBLICAS (DGC)",
            "role": "institucion"
          },
          {
            "id": "9752a3ad-16c5-4541-b490-19760a1a5a3c",
            "kind": "empresa",
            "name": "INGELOG S.A.",
            "role": "proveedor"
          }
        ],
        "overlap": {
          "temporal": null,
          "n_contratos": 43,
          "monto_involucrado": 17537912446.0,
          "coincide_en_periodo": null
        },
        "subtype": "contrato_estatal"
      },
      {
        "kind": "autoridad_proveedora",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2023-08-25",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2022-10-11",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2018-04-03",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2016-05-11",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "representa_a",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.81,
            "source_url": null,
            "valid_from": null,
            "source_name": "infolobby"
          }
        ],
        "nodes": [
          {
            "id": "a6c4c712-123c-4908-816a-5493e45c5816",
            "kind": "persona",
            "name": "Valeria Bruhn",
            "role": "puente",
            "identity_class": "debil"
          },
          {
            "id": "ddd4a151-bd76-4365-9a3d-7f2ac5497d12",
            "kind": "institucion_publica",
            "name": "DIRECCIÓN GENERAL DE OBRAS PÚBLICAS DEL MINISTERIO DE OBRAS PÚBLICAS",
            "role": "institucion"
          },
          {
            "id": "9752a3ad-16c5-4541-b490-19760a1a5a3c",
            "kind": "empresa",
            "name": "INGELOG S.A.",
            "role": "proveedor"
          }
        ],
        "overlap": {
          "temporal": null,
          "n_contratos": 43,
          "monto_involucrado": 17537912446.0,
          "coincide_en_periodo": null
        },
        "subtype": "contrato_estatal"
      },
      {
        "kind": "autoridad_proveedora",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2022-10-12",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2022-06-06",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "representa_a",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.81,
            "source_url": null,
            "valid_from": null,
            "source_name": "infolobby"
          }
        ],
        "nodes": [
          {
            "id": "a6c4c712-123c-4908-816a-5493e45c5816",
            "kind": "persona",
            "name": "Valeria Bruhn",
            "role": "puente",
            "identity_class": "debil"
          },
          {
            "id": "f41bdb5a-ff48-4382-9c7b-3c6e0e045af0",
            "kind": "institucion_publica",
            "name": "SUBSECRETARÍA DE OBRAS PÚBLICAS",
            "role": "institucion"
          },
          {
            "id": "9752a3ad-16c5-4541-b490-19760a1a5a3c",
            "kind": "empresa",
            "name": "INGELOG S.A.",
            "role": "proveedor"
          }
        ],
        "overlap": {
          "temporal": null,
          "n_contratos": 43,
          "monto_involucrado": 17537912446.0,
          "coincide_en_periodo": null
        },
        "subtype": "contrato_estatal"
      },
      {
        "kind": "autoridad_proveedora",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2022-04-30",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2021-07-14",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "representa_a",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.81,
            "source_url": null,
            "valid_from": null,
            "source_name": "infolobby"
          }
        ],
        "nodes": [
          {
            "id": "a6c4c712-123c-4908-816a-5493e45c5816",
            "kind": "persona",
            "name": "Valeria Bruhn",
            "role": "puente",
            "identity_class": "debil"
          },
          {
            "id": "e9fa96b7-529a-4357-af6c-5c2ed1ed424c",
            "kind": "institucion_publica",
            "name": "GOBIERNO REGIONAL REGIÓN METROPOLITANA DE SANTIAGO",
            "role": "institucion"
          },
          {
            "id": "9752a3ad-16c5-4541-b490-19760a1a5a3c",
            "kind": "empresa",
            "name": "INGELOG S.A.",
            "role": "proveedor"
          }
        ],
        "overlap": {
          "temporal": null,
          "n_contratos": 43,
          "monto_involucrado": 17537912446.0,
          "coincide_en_periodo": null
        },
        "subtype": "contrato_estatal"
      }
    ],
    "metrics": null,
    "senales": [],
    "built_at": "2026-07-09",
    "editorial": [
      "DIRECCIÓN GENERAL DE OBRAS PÚBLICAS DEL MINISTERIO DE OBRAS PÚBLICAS (2022–2023)"
    ]
  }
}