{"city":{"slug":"sofia-bg","name":"Sofia","country":"BG","country_name":"Bulgaria"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":77,"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:0d7d80ab-3a86-4a35-90f5-4964a975adf6","name":"Hesburger Sofia Center Alabin","category":"fast_food_restaurant","address":"ulitsa „Alabin“ 29","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.52,"percentile":100,"photo":null,"transit":{"qid":"Q2626537","name":"Serdika Metro Station","mode":"metro","distanceM":346}},{"rank":2,"place_id":"gers:ab62fdf5-53bf-4de7-a5c9-fdfe7537417d","name":"Мусака бар","category":"fast_food_restaurant","address":"ul. Nikolay Haytov 1","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.461,"percentile":98.68,"photo":null,"transit":{"qid":"Q2626530","name":"Joliot-Curie Metro Station","mode":"metro","distanceM":176}},{"rank":3,"place_id":"gers:f4c1457d-25ae-40cf-9898-bdc8c7773fbd","name":"KFC Park Center Sofia","category":"fast_food_restaurant","address":"Arsenalski Blvd 2","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":97.37,"photo":null,"transit":{"qid":"Q3624048","name":"European Union Metro Station","mode":"metro","distanceM":169}},{"rank":4,"place_id":"gers:edf4d8a9-e4cd-4cf1-b47f-01c5c7db9537","name":"Ресторант Casa Esperanza","category":"fast_food_restaurant","address":"Булевард Ломско шосе 2а","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.444,"percentile":96.05,"photo":null,"transit":{"qid":"Q3624046","name":"Han Kubrat Metro Station","mode":"metro","distanceM":141}},{"rank":5,"place_id":"gers:32156e45-aa2b-4937-996c-edd5ec091e05","name":"Rolling Dogs","category":"fast_food_restaurant","address":"ul. Tsar Shishman 34","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.4,"percentile":94.74,"photo":null,"transit":{"qid":"Q98713477","name":"St. Patriarch Evtimiy","mode":"metro","distanceM":115}},{"rank":6,"place_id":"gers:2b315578-d7c7-4ad3-9190-c291805488cd","name":"Сандвичарника","category":"fast_food_restaurant","address":"Улица Иван Вазов 12","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.357,"percentile":93.42,"photo":null,"transit":{"qid":"Q98713477","name":"St. Patriarch Evtimiy","mode":"metro","distanceM":507}},{"rank":7,"place_id":"gers:e262942e-3faf-4236-9df5-472306786110","name":"Aladin Foods","category":"fast_food_restaurant","address":"ul. Beli Dunav","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.328,"percentile":92.11,"photo":null,"transit":{"qid":"Q3624039","name":"Beli Dunav Metro Station","mode":"metro","distanceM":51}},{"rank":8,"place_id":"gers:d8ce3509-dc09-4241-9097-824546f02b33","name":"Aladin Foods","category":"fast_food_restaurant","address":"Boulevard Slivnitsa 182","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.309,"percentile":90.79,"photo":null,"transit":{"qid":"Q12295461","name":"fret (Sofia)","mode":"rail","distanceM":442}},{"rank":9,"place_id":"gers:d20aa6e3-bba7-46db-8363-52d24b21da5d","name":"Aladin Foods","category":"fast_food_restaurant","address":"bul. Zahari Stoyanov 421","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":89.47,"photo":null,"transit":{"qid":"Q2626550","name":"Lyulin Metro Station","mode":"metro","distanceM":675}},{"rank":10,"place_id":"gers:d541f204-65c9-4eb0-a70d-9109991f9cdc","name":"Aladin Foods","category":"fast_food_restaurant","address":"ul. 8-mi dekemvri 25","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.269,"percentile":88.16,"photo":null,"transit":null}]}