{"city":{"slug":"bien-hoa-vn","name":"Biên Hòa","country":"VN","country_name":"Vietnam"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":18,"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:b610f3eb-a949-4738-9574-676deaaa7997","name":"Lotteria Long Thành Chợ Mới","category":"fast_food_restaurant","address":"A37 - 38 Chợ Mới","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.539,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f987cc39-83d2-4122-a4e6-3d70874d22dd","name":"KFC GO! Dong Nai","category":"fast_food_restaurant","address":"Big C, 833 Đ. Võ Nguyên Giáp","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.499,"percentile":94.12,"photo":null,"transit":null},{"rank":3,"place_id":"gers:47e86c9c-1b54-4a2e-91e2-07c3f5858c1c","name":"Lotteria Võ Thị Sáu Biên Hòa","category":"fast_food_restaurant","address":"F231 Đ. Võ Thị Sáu","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.44,"percentile":88.24,"photo":null,"transit":{"qid":"Q2012224","name":"Biên Hòa railway station","mode":"rail","distanceM":465}},{"rank":4,"place_id":"gers:95cfbe5f-77d6-47b5-b2ef-7e407809aeaf","name":"YOYO QUÁN","category":"fast_food_restaurant","address":"240 Tổ 5 Ấp Long Đức 3","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":2.139,"percentile":82.35,"photo":null,"transit":null},{"rank":5,"place_id":"gers:39c8c9c0-0c19-4177-83ea-316bc102e70c","name":"Quán Cơm Heo Quay 59 (Không Có Chi Nhánh)","category":"fast_food_restaurant","address":"84 Hưng Đạo Vương","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":false,"phone":true,"michelin":false,"score":1.953,"percentile":76.47,"photo":null,"transit":{"qid":"Q2012224","name":"Biên Hòa railway station","mode":"rail","distanceM":670}},{"rank":6,"place_id":"gers:84a79f7b-4f54-4973-9afc-e6cfba4f6ebb","name":"Ghiền Foods","category":"fast_food_restaurant","address":"4 Đường B Khu 2007","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":true,"phone":true,"michelin":false,"score":1.919,"percentile":70.59,"photo":null,"transit":null},{"rank":7,"place_id":"gers:924aba08-463e-4ee3-846f-043417f83120","name":"Trà Sữa Soli Nguyễn Văn Tăng","category":"fast_food_restaurant","address":"460 Nguyễn Văn Tăng, Phường Long Bình, Thành Phố Hồ Chí Minh","sources":["meta","overture"],"providers":2,"confidence":0.901,"website":true,"phone":true,"michelin":false,"score":1.863,"percentile":64.71,"photo":null,"transit":null},{"rank":8,"place_id":"gers:733d3e99-f97b-4bc6-a802-edd8bf2a0cad","name":"Dê Nguyễn Phan - Hố Nai","category":"fast_food_restaurant","address":"Bên phải nhà thờ Hội Am - Hố Nai","sources":["meta","overture"],"providers":2,"confidence":0.947,"website":false,"phone":true,"michelin":false,"score":1.701,"percentile":58.82,"photo":null,"transit":null},{"rank":9,"place_id":"gers:026f39fc-b91e-4558-a6fe-651f8d87612a","name":"Hona","category":"fast_food_restaurant","address":"Cạnh trường cao đẳng y tế Đồng Nai","sources":["meta","overture"],"providers":2,"confidence":0.942,"website":false,"phone":true,"michelin":false,"score":1.662,"percentile":52.94,"photo":null,"transit":null},{"rank":10,"place_id":"gers:b7137e36-e695-4c70-8e01-456f1b257fe7","name":"Jollibee","category":"fast_food_restaurant","address":"","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":1.629,"percentile":47.06,"photo":null,"transit":null}]}