{"city":{"slug":"durban-za","name":"Durban","country":"ZA","country_name":"South Africa"},"category":{"key":"lounge","label":"Lounge","phrase":"lounges","family":"food_and_drink"},"candidates":11,"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:bcfa7499-94d6-4119-ae6b-6c7e2985f85f","name":"Chico's Lounge","category":"lounge","address":"73 East St","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.661,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:e8726b91-b49a-4d71-b689-274289dca426","name":"Under The Moon Exclusive Lounge","category":"lounge","address":"53358 Curnick Ndlovu Highway Inanda","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.521,"percentile":90,"photo":null,"transit":null},{"rank":3,"place_id":"gers:8778f032-7b1a-4c97-94df-497b498fa70f","name":"Bayside Lounge West Street","category":"lounge","address":"116 Dr Pixley Kaseme St","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.347,"percentile":80,"photo":null,"transit":null},{"rank":4,"place_id":"gers:77b5b6ac-2a53-4ccd-9d78-d6d4ec286537","name":"Cuba Lounge","category":"lounge","address":"Moses Mabhida Stadium, 44 Isaiah Ntshangase Rd","sources":["meta","overture"],"providers":2,"confidence":0.967,"website":true,"phone":true,"michelin":false,"score":2.243,"percentile":70,"photo":null,"transit":{"qid":"Q138004746","name":"Moses Mabhida Railway Station","mode":"rail","distanceM":390}},{"rank":5,"place_id":"gers:271acd0f-b589-4fb2-ac3b-9ce69de11cf2","name":"Leon's lifestyle Lounge","category":"lounge","address":"127 Inanda Rd","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":false,"phone":true,"michelin":false,"score":1.865,"percentile":60,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a5e603f7-5483-4748-b432-0b9e696b775b","name":"Sbu's Lounge RSA","category":"lounge","address":"215 Mafukuzela Highway House 11089 , Amatikwe Road","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":false,"phone":true,"michelin":false,"score":1.838,"percentile":50,"photo":null,"transit":null},{"rank":7,"place_id":"gers:304cf491-6303-4958-9314-03440d57138c","name":"Eminence Durban","category":"lounge","address":"3 Lumsden Cres","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":false,"phone":true,"michelin":false,"score":1.829,"percentile":40,"photo":null,"transit":null},{"rank":8,"place_id":"gers:7e5aaf2b-3c44-4516-be97-50333969b108","name":"Kud'ta VIP Lounge","category":"lounge","address":"Wilson's Wharf, 18 Boatmans Rd","sources":["meta","overture"],"providers":2,"confidence":0.919,"website":false,"phone":true,"michelin":false,"score":1.473,"percentile":30,"photo":null,"transit":null},{"rank":9,"place_id":"gers:2fac1829-1245-47b8-a6d9-6acd853dc7c2","name":"Rack N Roll","category":"lounge","address":"6 Aurora Dr","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":false,"phone":true,"michelin":false,"score":1.405,"percentile":20,"photo":null,"transit":null},{"rank":10,"place_id":"gers:3cbdec01-25a3-4d4f-a986-53aa28c57f06","name":"Legends Lounge","category":"lounge","address":"956 Sarnia Rd","sources":["meta","overture"],"providers":2,"confidence":0.922,"website":false,"phone":true,"michelin":false,"score":0.875,"percentile":10,"photo":null,"transit":{"qid":"Q124416192","name":"Bellair","mode":"rail","distanceM":59}}]}