{"city":{"slug":"kolkata-in","name":"Kolkata","country":"IN","country_name":"India"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":101,"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":"microsoft","name":"Microsoft","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"},{"id":"pinmeto","name":"PinMeTo","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:04ade4b3-5901-45aa-b145-93f5fd1315e5","name":"Fillers","category":"fast_food_restaurant","address":"26, Jatin Bagchi Road","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.551,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1cc9e1bb-ffe2-4033-8e03-1943dd95e0ae","name":"Munch n Crunch","category":"fast_food_restaurant","address":"Ground Floor, Planet Building, Sevoke Rd, beside PC Jewellers","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.533,"percentile":99,"photo":null,"transit":null},{"rank":3,"place_id":"gers:f1eff5f5-904d-4223-bf92-5b69dfb14d40","name":"Snakyy Chicken","category":"fast_food_restaurant","address":"177/178, beside Smart Bazaar, beside Miraj Box Office","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.489,"percentile":98,"photo":null,"transit":{"qid":"Q130366700","name":"Nalban metro station","mode":"metro","distanceM":778}},{"rank":4,"place_id":"gers:fea1d1df-a2b9-41e4-9ca0-eb8967d840cd","name":"Domino's Pizza | RD Mall","category":"fast_food_restaurant","address":"269, Third Floor, Ramdulari Enclave, RD Mall, G T Road, Liluah","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.423,"percentile":97,"photo":null,"transit":null},{"rank":5,"place_id":"gers:3aa6fd21-ebdb-46e6-915f-b302911d9d15","name":"Subway New Alipore","category":"fast_food_restaurant","address":"No 175 Block G New Alipore, 37 Nalini Ranjan Ave","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.393,"percentile":96,"photo":null,"transit":{"qid":"Q85214864","name":"Majerhat metro station","mode":"metro","distanceM":710}},{"rank":6,"place_id":"gers:5d6cccb7-4fb5-4f60-98d2-ca0bfac62665","name":"The Parking | Multi-cuisine Restaurant","category":"fast_food_restaurant","address":"477, Laskarhat Rd","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.368,"percentile":95,"photo":null,"transit":{"qid":"Q30632589","name":"VIP Bazaar metro station","mode":"metro","distanceM":403}},{"rank":7,"place_id":"gers:f34eb9f2-d492-499b-9992-65c0e204c294","name":"Jumboking Burgers","category":"fast_food_restaurant","address":"Maruti Building, 12, Sir UN Brahmachari Sarani, Loudan Street","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":94,"photo":null,"transit":null},{"rank":8,"place_id":"gers:90b42294-e5d8-40ff-a8ed-66820051b2da","name":"Subway Orbit Mall Bhagajatin","category":"fast_food_restaurant","address":"Ground Floor, Orbit City, Raja S.C Mallick Road","sources":["microsoft","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.257,"percentile":93,"photo":null,"transit":null},{"rank":9,"place_id":"gers:83ef7301-a4ec-48c0-b9db-c05898b6119e","name":"Babul Restaurant","category":"fast_food_restaurant","address":"Jessore Road, Motilal Colony, Rajbari, Dum Dum","sources":["microsoft","overture"],"providers":2,"confidence":0.943,"website":true,"phone":true,"michelin":false,"score":2.207,"percentile":92,"photo":null,"transit":{"qid":"Q65090394","name":"Jai Hind metro station","mode":"metro","distanceM":214}},{"rank":10,"place_id":"gers:6635928f-6051-47c1-8a34-1486d61c29dd","name":"Friday Release","category":"fast_food_restaurant","address":"DD-24A Salt Lake City, Sector-1, 2nd floor","sources":["meta","overture"],"providers":2,"confidence":0.942,"website":true,"phone":true,"michelin":false,"score":2.199,"percentile":91,"photo":null,"transit":{"qid":"Q63256235","name":"City Center metro station","mode":"metro","distanceM":457}}]}