{"city":{"slug":"bangkok-th","name":"Bangkok","country":"TH","country_name":"Thailand"},"category":{"key":"hotel","label":"Hotel","phrase":"hotels","family":"lodging"},"candidates":1731,"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:cd189b99-75e2-4e4e-a066-702cb41f8a3d","name":"ibis Bangkok Siam","category":"hotel","address":"927 Rama I Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":100,"photo":null,"transit":{"qid":"Q1030167","name":"National Stadium BTS Station","mode":"metro","distanceM":50}},{"rank":2,"place_id":"gers:d7601803-0105-47c9-a59d-8c7fe2646edf","name":"The St. Regis Bangkok","category":"hotel","address":"159 Rajadamri Road","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.94,"photo":null,"transit":{"qid":"Q1030185","name":"Ratchadamri BTS Station","mode":"metro","distanceM":112}},{"rank":3,"place_id":"gers:a78d0b91-4b1b-4137-8198-dee3963d44bf","name":"Waldorf Astoria Bangkok","category":"hotel","address":"151 ถนน ราชดําริ","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.88,"photo":null,"transit":{"qid":"Q6633149","name":"Chit Lom BTS Station","mode":"metro","distanceM":360}},{"rank":4,"place_id":"gers:3bc23f30-f4c8-4a20-ba72-2cad1c67703e","name":"Holiday Inn Express Bangkok Sathorn","category":"hotel","address":"51 Soi Pipat","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.83,"photo":null,"transit":{"qid":"Q1030199","name":"Chong Nonsi BTS Station","mode":"metro","distanceM":133}},{"rank":5,"place_id":"gers:b4b0f11d-f11a-4826-b7cf-53a4ab9bc923","name":"ibis Styles Bangkok Ratchada","category":"hotel","address":"212 Ratchadaphisek Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.77,"photo":null,"transit":{"qid":"Q13021853","name":"Huai Khwang MRT Station","mode":"metro","distanceM":146}},{"rank":6,"place_id":"gers:a00bfc91-5c70-41ad-bca3-38ff97a7f1a0","name":"ibis Styles Bangkok Silom","category":"hotel","address":"289 Si Lom Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.71,"photo":null,"transit":{"qid":"Q13021833","name":"Sala Daeng BTS Station","mode":"metro","distanceM":298}},{"rank":7,"place_id":"gers:91190d11-4c89-486c-ba36-621b301c37d4","name":"Hotel Indigo Bangkok Wireless Road","category":"hotel","address":"81 Witthayu Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.65,"photo":null,"transit":{"qid":"Q4921113","name":"Phloen Chit BTS Station","mode":"metro","distanceM":384}},{"rank":8,"place_id":"gers:bf23eb86-ecb5-4359-bb85-edf4fa89061a","name":"Crowne Plaza Bangkok Lumpini Park","category":"hotel","address":"952 Rama IV Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.6,"photo":null,"transit":{"qid":"Q13021833","name":"Sala Daeng BTS Station","mode":"metro","distanceM":177}},{"rank":9,"place_id":"gers:4043192d-66db-4964-880b-91263c13a420","name":"Novotel Bangkok Sukhumvit 20","category":"hotel","address":"9 สุขุมวิท 20","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.54,"photo":null,"transit":{"qid":"Q1028691","name":"Phrom Phong BTS Station","mode":"metro","distanceM":628}},{"rank":10,"place_id":"gers:f4ebc078-aba2-43df-978f-8c7083d173ba","name":"Mercure Bangkok Sukhumvit 24","category":"hotel","address":"5 1 Sukhumvit 24 Road","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":99.48,"photo":null,"transit":{"qid":"Q1028691","name":"Phrom Phong BTS Station","mode":"metro","distanceM":152}}]}