{"city":{"slug":"riyadh-sa","name":"Riyadh","country":"SA","country_name":"Saudi Arabia"},"category":{"key":"lounge","label":"Lounge","phrase":"lounges","family":"food_and_drink"},"candidates":12,"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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:d88a3cad-0824-4551-bfdc-2bc74145d929","name":"Joud Lounge","category":"lounge","address":"King Fahd Rd, Al Olaya","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.389,"percentile":100},{"rank":2,"place_id":"gers:12a55d0c-18d9-4dd2-936d-7a1f2cfc27d9","name":"Abadi Aljohar By 25 Lounge","category":"lounge","address":"Alurubah Rd","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.383,"percentile":90.91},{"rank":3,"place_id":"gers:ff1fcc0e-f4ed-45bb-be1c-80cc93b2e0bd","name":"Theosaudi","category":"lounge","address":"the zone ","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.169,"percentile":81.82},{"rank":4,"place_id":"gers:8a213b66-dc64-4d94-a156-00aefc4cbd3d","name":"Caramel Lobby Lounge","category":"lounge","address":"Olaya Street","sources":["microsoft","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":2.143,"percentile":72.73},{"rank":5,"place_id":"gers:6834df73-a5f5-4289-b90b-a704c821326b","name":"المكتب التنفيذي","category":"lounge","address":"Terminal 5","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":false,"michelin":false,"score":2.04,"percentile":63.64},{"rank":6,"place_id":"gers:71e8d9e9-2e07-4d5e-8dea-441061cc897d","name":"Off White Restaurant and Lounge","category":"lounge","address":"Exit 5","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":1.966,"percentile":54.55},{"rank":7,"place_id":"gers:7617d328-f6bf-418b-97f2-6d734cfa08f4","name":"Piano Lounge","category":"lounge","address":"8336 شارع الأمير عبدالعزيز بن مساعد بن جلوي، السليمانية ، الرياض 12223 4096","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":false,"phone":true,"michelin":false,"score":1.666,"percentile":45.45},{"rank":8,"place_id":"gers:5408dd9b-2947-41e8-a897-2e90f03e142d","name":"Wellcome Lounge","category":"lounge","address":"Boarding Lounge, Airport Road","sources":["meta","overture"],"providers":2,"confidence":0.908,"website":false,"phone":true,"michelin":false,"score":1.554,"percentile":36.36},{"rank":9,"place_id":"gers:e44bb9ed-0bee-492a-9b92-cf739caef8a8","name":"Abadi Aljohar By 25 Restaurant & Lounge","category":"lounge","address":null,"sources":["meta","overture"],"providers":2,"confidence":0.904,"website":true,"phone":true,"michelin":false,"score":1.526,"percentile":27.27},{"rank":10,"place_id":"gers:284add9e-6551-4eff-b322-116a6455288e","name":"Al Fursan Lounge 5","category":"lounge","address":"Airport Road","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":false,"phone":false,"michelin":false,"score":1.364,"percentile":18.18}]}