{"city":{"slug":"budapest-hu","name":"Budapest","country":"HU","country_name":"Hungary"},"category":{"key":"vehicle_service","label":"Vehicle Service","phrase":"vehicle service centers","family":"travel_and_transportation"},"candidates":13,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","transit":{"source":"Wikidata","licence":"CC0-1.0","attribution":"Station locations from Wikidata (CC0-1.0).","gate_m":800,"note":"Nearest station, not service: no frequency, timetable or departures."},"generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:d92e5e35-5578-481a-94f9-9e53e8aabad3","name":"Triumph Budapest","category":"vehicle_service","address":"Üllői út 143","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":100,"photo":null,"transit":{"qid":"Q2635058","name":"Ecseri út","mode":"metro","distanceM":202}},{"rank":2,"place_id":"gers:0493e4d9-9f55-4485-8b41-93e97dba8fb5","name":"Cribmoto","category":"vehicle_service","address":"Budafoki út 111-113","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":91.67,"photo":null,"transit":null},{"rank":3,"place_id":"gers:cd25ee2a-81ca-4be8-9919-8aeab21e5da8","name":"Mirek Motors","category":"vehicle_service","address":"Kondorfa u. 5","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.139,"percentile":83.33,"photo":null,"transit":null},{"rank":4,"place_id":"gers:5e24c86f-9938-4b4c-a005-3eeed9141450","name":"Gigamachine Kft.","category":"vehicle_service","address":"Külső Bécsi út 12","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.119,"percentile":75,"photo":null,"transit":null},{"rank":5,"place_id":"gers:93894f3c-8b77-4633-86be-3f13daad1378","name":"MFmotors engine service","category":"vehicle_service","address":"Csurgói út 15","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.107,"percentile":66.67,"photo":null,"transit":null},{"rank":6,"place_id":"gers:3c601b01-19ed-425b-bcfc-280ad6a7b7ba","name":"AGO Motors Ltd.","category":"vehicle_service","address":"Illatos út 11/B","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.049,"percentile":58.33,"photo":null,"transit":{"qid":"Q25834646","name":"Timót utca HÉV station","mode":"rail","distanceM":722}},{"rank":7,"place_id":"gers:52efc63b-09f7-499d-99fd-3ceb4007f560","name":"Tábori Tuning Motor Szerviz","category":"vehicle_service","address":"Templom u. 3","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":1.894,"percentile":50,"photo":null,"transit":{"qid":"Q2061439","name":"Újpest-központ","mode":"metro","distanceM":460}},{"rank":8,"place_id":"gers:fcbe1f1e-af1f-4e7f-b4c0-85d3e3a353e4","name":"Simateam","category":"vehicle_service","address":"Szomolány u. 25","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":1.877,"percentile":41.67,"photo":null,"transit":null},{"rank":9,"place_id":"gers:f663ece5-e4ff-4749-b3bf-b6429a6c218d","name":"Profi motorszerviz","category":"vehicle_service","address":"Egressy út 17-21","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":1.86,"percentile":33.33,"photo":null,"transit":null},{"rank":10,"place_id":"gers:8a27a5da-2e48-4215-b3c6-35ea2e1a71a6","name":"DunaMoto Szerviz","category":"vehicle_service","address":"Tóth József u. 15","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":1.711,"percentile":25,"photo":null,"transit":null}]}