{"city":{"slug":"ahmedabad-in","name":"Ahmedabad","country":"IN","country_name":"India"},"category":{"key":"non_alcoholic_beverage_venue","label":"Non-Alcoholic Beverage Venue","phrase":"cafes and juice bars","family":"food_and_drink"},"candidates":16,"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:35e725e6-b429-4d4f-bbc5-280df913683c","name":"Tea Post - Mansi Cross Road","category":"non_alcoholic_beverage_venue","address":"Shop No.20 (Ground Floor), Saman Complex, Near Karnavati Pagarkha Bazaar, Mansi cross road, Judges bunglow Road","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.483,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:d1a5bbda-f754-4afa-b336-511357f196b2","name":"Urban Kitli Prahladnagar","category":"non_alcoholic_beverage_venue","address":"GF-23, 100 Feet Anand Nagar Rd","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":2.369,"percentile":93.33,"photo":null,"transit":{"qid":"Q63357815","name":"Vastrapur railway station","mode":"rail","distanceM":640}},{"rank":3,"place_id":"gers:11948d78-1f51-4857-9e7e-488138d6be24","name":"DV Gold Tea","category":"non_alcoholic_beverage_venue","address":"1450, New Madhavpura, O/s Delhi Gate,","sources":["meta","overture"],"providers":2,"confidence":0.935,"website":true,"phone":true,"michelin":false,"score":2.266,"percentile":86.67,"photo":null,"transit":null},{"rank":4,"place_id":"gers:8342b960-d3ef-434f-94fe-c83b9fbd6da9","name":"Wagh Bakri Tea Lounge","category":"non_alcoholic_beverage_venue","address":"Aaryan Workspaces, Ground Floor, St.Xavier's, Navrangpura, SV Desai Marg","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.057,"percentile":80,"photo":null,"transit":null},{"rank":5,"place_id":"gers:81b62b96-e1cf-4345-96dc-a75b31d8e515","name":"Tea Post","category":"non_alcoholic_beverage_venue","address":"Shop No. 10, Surmount Complex, Sarkhej - Gandhinagar Hwy, opposite Iskon Temple","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.022,"percentile":73.33,"photo":null,"transit":null},{"rank":6,"place_id":"gers:c706a8a8-22c9-46a5-9404-57e4f56ae850","name":"Chai Wai","category":"non_alcoholic_beverage_venue","address":"2 Shree Umiya Vijay Society, Shivranjani Cross Road, Satellite","sources":["meta","overture"],"providers":2,"confidence":0.921,"website":true,"phone":true,"michelin":false,"score":2.004,"percentile":66.67,"photo":null,"transit":null},{"rank":7,"place_id":"gers:5c5b88d4-8667-4537-bf31-74ae986a222c","name":"The Chai and More","category":"non_alcoholic_beverage_venue","address":"Sarovar Complex, GF 4, Chimanlal Girdharlal Rd","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":false,"phone":true,"michelin":false,"score":1.927,"percentile":60,"photo":null,"transit":{"qid":"Q114426854","name":"SP Stadium metro station","mode":"metro","distanceM":773}},{"rank":8,"place_id":"gers:e51c0b95-9b3a-46f8-82de-8a04e724bc47","name":"Wagh Bakri Tea Lounge","category":"non_alcoholic_beverage_venue","address":"Capstone Building, Ground Floor Old Sharda Mandir Crossroads, 1,2, Gujarat College Rd","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":1.882,"percentile":53.33,"photo":null,"transit":{"qid":"Q114427230","name":"Paldi","mode":"metro","distanceM":278}},{"rank":9,"place_id":"gers:d7c58802-0e35-486a-896f-7bcd396c7e71","name":"Chai Sutta Bar","category":"non_alcoholic_beverage_venue","address":"G - 5 Onyx Complex, near reliance fresh Ahmedabad Gujarat (Onyx Complex SV Desai Marg, College road","sources":["meta","overture"],"providers":2,"confidence":0.96,"website":true,"phone":true,"michelin":false,"score":1.808,"percentile":46.67,"photo":null,"transit":null},{"rank":10,"place_id":"gers:3846bbc5-5b2e-4473-8241-29ba62ce12de","name":"Tea Post Ambawadi (Tresa Enterprise)","category":"non_alcoholic_beverage_venue","address":"GF-4, JP Complex, Panchvati Cir, opp. C N Vidhyalaya","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":false,"phone":true,"michelin":false,"score":1.736,"percentile":40,"photo":null,"transit":null}]}