{"city":{"slug":"bien-hoa-vn","name":"Biên Hòa","country":"VN","country_name":"Vietnam"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":62,"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:fbc55f42-0264-4b73-9619-1c4e3ad1653b","name":"Hyundai Ngọc Phát","category":"auto_dealer","address":"26/6 Khu Phố Bình Thành","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.352,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1fb5155a-d6d2-4073-910c-110416000871","name":"Mitsubishi Biên Hòa - Đồng Nai","category":"auto_dealer","address":"2 Đường Số 1","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":98.36,"photo":null,"transit":null},{"rank":3,"place_id":"gers:a3726a04-8ed5-4674-966d-b0786debde17","name":"Subaru Đồng Nai","category":"auto_dealer","address":"22A XLHN","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.32,"percentile":96.72,"photo":null,"transit":null},{"rank":4,"place_id":"gers:fc24799b-56ca-40f2-91f6-522d0f1fc5da","name":"Volkswagen Đồng Nai","category":"auto_dealer","address":"643 Xa Lộ Hà Nội","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.306,"percentile":95.08,"photo":null,"transit":null},{"rank":5,"place_id":"gers:d84efb64-7ebf-48c2-99f0-0269ce475a77","name":"Đồng Nai Ford","category":"auto_dealer","address":"Khu thương mại Amata","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":93.44,"photo":null,"transit":null},{"rank":6,"place_id":"gers:de519a86-8c8d-43ae-9638-5368e62d097c","name":"Đại Lý Ford 5S Suối Tiên","category":"auto_dealer","address":"35 Đường Hoàng Hữu Nam","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":91.8,"photo":null,"transit":null},{"rank":7,"place_id":"gers:988fbf7f-7852-47f2-af83-95f51db05360","name":"Cửa hàng xe máy cũ - mới PHÚC LỘC","category":"auto_dealer","address":"1A Hẻm 1077/10 Nguyễn Ái Quốc","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.227,"percentile":90.16,"photo":null,"transit":null},{"rank":8,"place_id":"gers:917e1851-48ba-4250-b18f-676e2c2fbf51","name":"Cửa hàng xe đạp- điện Khải Hoàn","category":"auto_dealer","address":"4 Đường Bưng Môn","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.196,"percentile":88.52,"photo":null,"transit":null},{"rank":9,"place_id":"gers:cc7cadda-cce6-4a17-8f9c-c514249d8dc1","name":"MG Đồng Nai","category":"auto_dealer","address":"32 QL51","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":86.89,"photo":null,"transit":null},{"rank":10,"place_id":"gers:14a6d9b5-e0dd-4492-bd7a-b65864561b64","name":"Bac Quang Motors","category":"auto_dealer","address":"đường số 1, khu công nghiệp biên hòa 1","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":2.15,"percentile":85.25,"photo":null,"transit":null}]}