{"city":{"slug":"bengaluru-in","name":"Bengaluru","country":"IN","country_name":"India"},"category":{"key":"food_and_beverage_store","label":"Food and Beverage Store","phrase":"food and drink shops","family":"shopping"},"candidates":146,"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":"dac","name":"DAC","licence":"CDLA-Permissive-2.0"},{"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:ab2fa2b3-f31d-44d7-bcc9-273e362ce293","name":"Grosup (Arudra Enterprises)","category":"food_and_beverage_store","address":"339, 10Th Mine Road","sources":["dac","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.463,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:e8c42724-e7fe-44e8-ac48-0f73f78440ff","name":"Dum Pukht Jolly Nabobs","category":"food_and_beverage_store","address":"ITC Windsor, 25, Windsor Square, Golf Course Road","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.424,"percentile":99.31,"photo":null,"transit":null},{"rank":3,"place_id":"gers:7b80d67a-df18-40c8-95b1-bdcc231d7b5d","name":"Sharief Bhai Biryani Indiranagar","category":"food_and_beverage_store","address":"13th Cross Rd, Shop 220","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.423,"percentile":98.62,"photo":null,"transit":{"qid":"Q6025080","name":"Indiranagar metro station","mode":"metro","distanceM":373}},{"rank":4,"place_id":"gers:13102740-5f62-4c94-ab2f-ac0104422d85","name":"Giriram Foods","category":"food_and_beverage_store","address":"116/3, Margosa Rd","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.42,"percentile":97.93,"photo":null,"transit":{"qid":"Q63356763","name":"Malleswaram railway station","mode":"rail","distanceM":707}},{"rank":5,"place_id":"gers:fa4bb3d7-558e-4965-8e5e-c30028459167","name":"Geekyants","category":"food_and_beverage_store","address":"Bannerghatta Main Road, BTM Layout, 2nd Stage, 2nd Main Road, No 18, First Floor","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.405,"percentile":97.24,"photo":null,"transit":{"qid":"Q123914103","name":"JP Nagar 4th Phase metro station","mode":"metro","distanceM":216}},{"rank":6,"place_id":"gers:034071c8-8004-4b08-a498-5afcc7a70f36","name":"HealthKart - Indiranagar","category":"food_and_beverage_store","address":"No 2011, Ground Floor, HAL, 2nd Stage, 100 Feet Rd, Indiranagar","sources":["microsoft","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.366,"percentile":96.55,"photo":null,"transit":null},{"rank":7,"place_id":"gers:ff670791-c1f7-4d89-8dc5-cec465162fd8","name":"Health & Glow - Puttenahalli","category":"food_and_beverage_store","address":"Plot No 536, RBI Layout, Puttenahalli Road, Kothanur, Opposite to Brigade Millenial Appartments, Bengaluru South","sources":["microsoft","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.36,"percentile":95.86,"photo":null,"transit":null},{"rank":8,"place_id":"gers:bc5c0b3a-88b6-45b7-8c79-4b11107d8336","name":"Madhuloka","category":"food_and_beverage_store","address":"459, Service Rd","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.358,"percentile":95.17,"photo":null,"transit":{"qid":"Q123914077","name":"HSR Layout metro station","mode":"metro","distanceM":440}},{"rank":9,"place_id":"gers:830af48a-c0cc-4023-9df6-8ae10739d836","name":"AE Impex","category":"food_and_beverage_store","address":"4, behind Global Academy For Learning, near Global Village Front Gate","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.346,"percentile":94.48,"photo":null,"transit":{"qid":"Q108336517","name":"Pattanagere metro station","mode":"metro","distanceM":701}},{"rank":10,"place_id":"gers:370bd362-a2e1-43a4-a2d1-c6a00c2a4135","name":"Health & Glow - Royal Meenakshi Mall","category":"food_and_beverage_store","address":"Shop No 04, Ground Floor, Royal Meenakshi Mall, Hulimavu, Opposite to Mantri Pinacle, Bengaluru North","sources":["microsoft","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.344,"percentile":93.79,"photo":null,"transit":{"qid":"Q123914083","name":"Kalena Agrahara metro station","mode":"metro","distanceM":534}}]}