{"city":{"slug":"patna-in","name":"Patna","country":"IN","country_name":"India"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":15,"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"}],"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:8de001e0-bc52-4724-bb66-00b43f3b36d0","name":"Impression Hotel, Banquets & Restaurant","category":"fast_food_restaurant","address":"Beside Indian Oil Petrol Pump, Saguna Khagaul Main Road Danapur","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":2.367,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:fd3a101f-84ba-47a6-ac87-997c58ece527","name":"KFC","category":"fast_food_restaurant","address":"RG Complex, Bihar Veterinary College, Bailey Rd, opposite Keshava Palace","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.05,"percentile":92.86,"photo":null,"transit":null},{"rank":3,"place_id":"gers:99b7c9a8-2b39-4312-96b5-4d4eab83d5a9","name":"KFC","category":"fast_food_restaurant","address":"Regent Theatre, E Gandhi Maidan Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.05,"percentile":85.71,"photo":null,"transit":null},{"rank":4,"place_id":"gers:8eca3afd-5a16-45cb-b010-1fd00d3826fc","name":"KFC","category":"fast_food_restaurant","address":"No 367, Ground Floor, Radhey Shree Patna, Kangkar Bagh Road","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.05,"percentile":78.57,"photo":null,"transit":null},{"rank":5,"place_id":"gers:2a3bab53-e782-4507-9d4b-a486614761b0","name":"KFC","category":"fast_food_restaurant","address":"NH139","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.049,"percentile":71.43,"photo":null,"transit":null},{"rank":6,"place_id":"gers:06f9f4b3-2d6d-4bae-9f44-b6c51fd998db","name":"KFC","category":"fast_food_restaurant","address":"Ground Floor, DS Business Park, Bailey Rd, near Saguna More","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.043,"percentile":64.29,"photo":null,"transit":null},{"rank":7,"place_id":"gers:c498428c-8065-468c-b910-ccc1f59d238c","name":"KFC","category":"fast_food_restaurant","address":"Shop No A, Metro Mall Rajapull Chouraha, Boring Road","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.02,"percentile":57.14,"photo":null,"transit":null},{"rank":8,"place_id":"gers:15893c44-b3df-4002-b7ae-ff74fa32a575","name":"McDonald's","category":"fast_food_restaurant","address":"Ground Floor, The Premere Square, Gandhi Maidan Rd, near Mona Cinemas","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":1.928,"percentile":50,"photo":null,"transit":null},{"rank":9,"place_id":"gers:edea6b57-cb05-4cd9-935b-9ca518c8c6a1","name":"Pizza Hut","category":"fast_food_restaurant","address":"Shop No 18, 19, 20, Exhibition Rd, Gandhi Maidan, Golambar","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.792,"percentile":42.86,"photo":null,"transit":null},{"rank":10,"place_id":"gers:804cd1cd-d6a3-447d-ab69-d860b1dc609c","name":"Burger King","category":"fast_food_restaurant","address":"No Ccpt B0116, City Centre Mall, Christian Colony, Lodipur","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":1.786,"percentile":35.71,"photo":null,"transit":null}]}