{"city":{"slug":"kathmandu-np","name":"Kathmandu","country":"NP","country_name":"Nepal"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":47,"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:8fe3ead5-3c2c-4b98-a2d5-cbbb458f0560","name":"Jomsom thakali kitchen","category":"fast_food_restaurant","address":"chakrapath , together Mahalaxmi Bank, opposite US embassy","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.613,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:8cd17b30-188c-41b2-844c-57fa035705ae","name":"Jadibuti Indreni Banquet","category":"fast_food_restaurant","address":"Surya Laxmi Complex","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.587,"percentile":97.83,"photo":null,"transit":null},{"rank":3,"place_id":"gers:db23d796-ca81-4758-a63e-4a932d8d9e1b","name":"TIP TOP","category":"fast_food_restaurant","address":"New Road","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.578,"percentile":95.65,"photo":null,"transit":null},{"rank":4,"place_id":"gers:8d137e52-2755-422b-8563-2dc4451377de","name":"Inside Food cafe","category":"fast_food_restaurant","address":"Nepal ,Samakhusi Kapurdhara","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.438,"percentile":93.48,"photo":null,"transit":null},{"rank":5,"place_id":"gers:370f003a-02c0-48de-832c-c1e53f65f9de","name":"Michael grills Pepsicola","category":"fast_food_restaurant","address":"pepsicola","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.426,"percentile":91.3,"photo":null,"transit":null},{"rank":6,"place_id":"gers:575a6260-6d43-4a03-9ce5-b417381e245e","name":"Npp Burger House & Restaurant - Mangalbazar, Laliptur, Nepal","category":"fast_food_restaurant","address":"Lalitpur, Patan Mangal Bazar","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":89.13,"photo":null,"transit":null},{"rank":7,"place_id":"gers:b62eb46e-1cde-4527-857c-e76edc6ef97f","name":"The Himalayan Choice","category":"fast_food_restaurant","address":"Purano Sinamangal, Pepsikola,machapuchra Bank ajadi, Kathmandu, Nepal","sources":["meta","overture"],"providers":2,"confidence":0.928,"website":true,"phone":true,"michelin":false,"score":2.24,"percentile":86.96,"photo":null,"transit":null},{"rank":8,"place_id":"gers:58c337de-a94f-44ea-adf5-bbbc1fedaf28","name":"Majheri","category":"fast_food_restaurant","address":"M9R9+72M, Kathmandu 44600","sources":["meta","overture"],"providers":2,"confidence":0.921,"website":true,"phone":true,"michelin":false,"score":2.182,"percentile":84.78,"photo":null,"transit":null},{"rank":9,"place_id":"gers:49199b2a-6ecb-4c27-a480-aef3b17ef40b","name":"Newa Ghasa - Basantapur","category":"fast_food_restaurant","address":"Yatkha Bahal, Basantapur","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":2.178,"percentile":82.61,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a4d262a5-710c-42f2-a706-06e5945a88ce","name":"Chhapro Restro","category":"fast_food_restaurant","address":"road","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":false,"phone":true,"michelin":false,"score":2.175,"percentile":80.43,"photo":null,"transit":null}]}