{"city":{"slug":"varanasi-in","name":"Varanasi","country":"IN","country_name":"India"},"category":{"key":"casual_eatery","label":"Casual Eatery","phrase":"casual eateries","family":"food_and_drink"},"candidates":14,"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:a17f1cf9-fb32-478f-9afb-f3a57cff0988","name":"Madhur Milan Sweets","category":"casual_eatery","address":"Shop no. 1, Radha Krishna Katra, D 58/20B, Sigra - Mahmoorganj Rd","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.374,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:4592e2a8-02c1-4886-a36a-f9e338fe5aa0","name":"Shree Rajbandhu Sweets","category":"casual_eatery","address":"CK 29, 9, Kachaudi Gali, Near Manikarnika Dwar, Govindpura","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.341,"percentile":92.31,"photo":null,"transit":null},{"rank":3,"place_id":"gers:359a36bf-1ce1-4441-abf3-6c79cfa31d47","name":"Behind Yellow Doors Diner","category":"casual_eatery","address":"Hotel Stay Banaras C-33/52-9A-1A, Chittupura","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.291,"percentile":84.62,"photo":null,"transit":null},{"rank":4,"place_id":"gers:c2233629-6c41-4dca-8a91-e4943ec2d045","name":"Vishwanath Misthan Bhandar","category":"casual_eatery","address":"Shop No.D46/3, Luxa Rd, near Luxa","sources":["meta","overture"],"providers":2,"confidence":0.96,"website":true,"phone":true,"michelin":false,"score":2.161,"percentile":76.92,"photo":null,"transit":null},{"rank":5,"place_id":"gers:9114347f-a48a-465f-933f-df1fb28eba09","name":"Basant Bahar","category":"casual_eatery","address":"Lahurabir Chauraha","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.144,"percentile":69.23,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a1d67b41-fb4f-405a-af4a-8e0e05b9542e","name":"Brown Bread Bakery","category":"casual_eatery","address":"Ganga Mahal, D 25/42, Bangali Tola Rd","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":2.031,"percentile":61.54,"photo":null,"transit":null},{"rank":7,"place_id":"gers:2b642ff3-d043-454e-8c4b-ddfae3191477","name":"Giani Ice Cream and More","category":"casual_eatery","address":"Maldahiya Crossing, near vinaya plaza","sources":["meta","overture"],"providers":2,"confidence":0.926,"website":true,"phone":true,"michelin":false,"score":1.957,"percentile":53.85,"photo":null,"transit":{"qid":"Q3544938","name":"Varanasi Junction railway station","mode":"rail","distanceM":666}},{"rank":8,"place_id":"gers:1df4d181-fc2a-4b7d-9944-69d267b6ccb0","name":"Jai Shakti Bakers","category":"casual_eatery","address":"A 5/45 , Mukeemganj Machodari Road, Rabindranath Tagore Rd","sources":["meta","overture"],"providers":2,"confidence":0.902,"website":true,"phone":true,"michelin":false,"score":1.808,"percentile":46.15,"photo":null,"transit":null},{"rank":9,"place_id":"gers:96a532d7-7a8e-491b-8b1a-45f31b574d4b","name":"Vaishali Rajasthan Sweets","category":"casual_eatery","address":"Shop No. 48, Shashtri Market Infront of Sigra Stadium","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":false,"phone":true,"michelin":false,"score":1.698,"percentile":38.46,"photo":null,"transit":null},{"rank":10,"place_id":"gers:2737f492-c416-4e68-a994-371df3f6d093","name":"Manglani's Bakers","category":"casual_eatery","address":"D59/9 A-R-P, Rathyatra - Mahmoorganj Rd","sources":["meta","overture"],"providers":2,"confidence":0.943,"website":false,"phone":true,"michelin":false,"score":1.653,"percentile":30.77,"photo":null,"transit":null}]}