{"city":{"slug":"milan-it","name":"Milan","country":"IT","country_name":"Italy"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":1050,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"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:eafbddd3-b1e4-4e19-8719-88bee0cc47f3","name":"Greco Gomme Racing","category":"automotive_service","address":"VIA FRATELLI DI DIO 227","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:8ba4f2d9-8296-4509-87d6-952b5ee3e6a6","name":"Autolavaggio Teler","category":"automotive_service","address":"VIA GIOVANNI BATTISTA PIRANESI 74","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.9,"photo":null,"transit":{"qid":"Q3748089","name":"Repetti","mode":"metro","distanceM":482}},{"rank":3,"place_id":"gers:da63c386-e698-4064-941b-731b4ef7623a","name":"Frigerio Gomme Srl Milan","category":"automotive_service","address":"VIA FILIPPINO LIPPI 17","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.81,"photo":null,"transit":{"qid":"Q3388904","name":"Piola","mode":"metro","distanceM":385}},{"rank":4,"place_id":"gers:18c39b41-3542-41d0-b07a-04c57bc3acef","name":"Autolavaggio Luisa","category":"automotive_service","address":"Via Generale Carlo Alberto Dalla Chiesa, 80","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.71,"photo":null,"transit":null},{"rank":5,"place_id":"gers:b7b34b50-7982-4bee-be5c-8ba78f6accc2","name":"Autofficina Galbusera Milano","category":"automotive_service","address":"VIALE EDOARDO JENNER 43","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.62,"photo":null,"transit":{"qid":"Q920889","name":"Milano Lancetti railway station","mode":"rail","distanceM":204}},{"rank":6,"place_id":"gers:98988ba2-aabc-4af5-8269-fbfc73e99471","name":"Carter-cash Italia","category":"automotive_service","address":"VIA LIGURIA 34-1","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.52,"photo":null,"transit":null},{"rank":7,"place_id":"gers:aae8d3da-1d77-46db-9857-f3ff342267f1","name":"Autofficina Emmedibi","category":"automotive_service","address":"VIA SAN DIONIGI 21","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.43,"photo":null,"transit":{"qid":"Q1088746","name":"Corvetto","mode":"metro","distanceM":706}},{"rank":8,"place_id":"gers:5cb6586b-933e-4106-96e1-64e8569e4f4e","name":"Estetica Dell'auto","category":"automotive_service","address":"VIA ENRICO MATTEI 1","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.33,"photo":null,"transit":null},{"rank":9,"place_id":"gers:4edc9851-848d-4ce2-b161-3cf2fbeab5c8","name":"Furiati Gomme","category":"automotive_service","address":"VIA ARCANGELO CORELLI 21","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.24,"photo":null,"transit":{"qid":"Q3970118","name":"Milano Lambrate old railway station","mode":"rail","distanceM":704}},{"rank":10,"place_id":"gers:12418d92-abfb-4956-9afd-b6d26e3804b5","name":"Edo Motors Srl","category":"automotive_service","address":"VIA SICILIA 3","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":99.14,"photo":null,"transit":null}]}