{"city":{"slug":"seoul-kr","name":"Seoul","country":"KR","country_name":"South Korea"},"category":{"key":"bar","label":"Bar","phrase":"bars","family":"food_and_drink"},"candidates":678,"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:55fb5756-6528-4f38-930d-90890c21c149","name":"Charles H.","category":"bar","address":"97 Saemunan-ro","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.454,"percentile":100,"photo":null,"transit":{"qid":"Q498108","name":"Gwanghwamun Station","mode":"metro","distanceM":155},"url":"http://www.fourseasons.com/seoul/dining/lounges/charles_h/","tel":"+82263885500"},{"rank":2,"place_id":"gers:ef9b002d-c4ee-4434-99cb-f34c23b1b2fd","name":"Le Style Bar","category":"bar","address":"302 Samil-daero","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.449,"percentile":99.85,"photo":null,"transit":{"qid":"Q626260","name":"Myeong-dong Station","mode":"metro","distanceM":252},"url":"https://www.ambatel.com/ibisstyles/myeongdong/ko/diningView.do?dining_contents_seq=14","tel":"+82260208880"},{"rank":3,"place_id":"gers:76e1d51b-604a-48c5-8e67-e0d593f5c01d","name":"SAHM","category":"bar","address":"샴(SAHM 로데오스타빌딩 A동 104호","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.445,"percentile":99.7,"photo":null,"transit":{"qid":"Q46073","name":"Apgujeong Rodeo Station","mode":"metro","distanceM":306},"url":"http://blog.naver.com/bar_sahm","tel":"+827041256413"},{"rank":4,"place_id":"gers:2ac1997c-a567-43fa-9aaa-5bbdee9a2c4b","name":"Blacklist","category":"bar","address":"134 3F Itaewon-ro","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.443,"percentile":99.56,"photo":null,"transit":{"qid":"Q490005","name":"Noksapyeong Station","mode":"metro","distanceM":211},"url":"https://www.instagram.com/blacklist.seoul/","tel":"+8227902040"},{"rank":5,"place_id":"gers:2b46d71a-7de2-4791-aeb5-905684072621","name":"Southside Parlor","category":"bar","address":"218 Noksapyeong-daero","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.441,"percentile":99.41,"photo":null,"transit":{"qid":"Q490005","name":"Noksapyeong Station","mode":"metro","distanceM":266},"url":"http://www.southsideparlor.com/","tel":"+8227499522"},{"rank":6,"place_id":"gers:1e82b4d2-7b68-4301-ab23-35d404398b6a","name":"Pistil","category":"bar","address":"9 Bogwang-ro 59-gil","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.441,"percentile":99.26,"photo":null,"transit":{"qid":"Q490082","name":"Itaewon Station","mode":"metro","distanceM":78},"url":"http://instagram.com/pistilseoul","tel":"+8227976139"},{"rank":7,"place_id":"gers:7963162a-f1bd-47b9-87d2-231707cf7382","name":"Alice Cheongdam","category":"bar","address":"Dosan-daero 55-gil, 47 지하 1층","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.44,"percentile":99.11,"photo":null,"transit":{"qid":"Q46073","name":"Apgujeong Rodeo Station","mode":"metro","distanceM":112},"url":"http://www.alicecheongdam.com/","tel":"+821027888420"},{"rank":8,"place_id":"gers:e0ec4128-8bb3-4bb7-83fe-709d56f24ea2","name":"Sav Seoul","category":"bar","address":"강남구 논현로175길 6 B1F","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.437,"percentile":98.97,"photo":null,"transit":{"qid":"Q100834","name":"Apgujeong Station","mode":"metro","distanceM":131},"url":"https://www.instagram.com/sav.seoul/","tel":"+8225124939"},{"rank":9,"place_id":"gers:d0a2e787-b83c-4d22-bdab-14ab4fc2267f","name":"Malt Bar Barrel","category":"bar","address":"Samseong-ro 104-gil, 10 2층","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.437,"percentile":98.82,"photo":null,"transit":{"qid":"Q17278984","name":"Samseongjungang Station","mode":"metro","distanceM":348},"url":"https://docs.google.com/forms/d/149dzrXvwhTxlXcYPp6nCNE39Mwmd4uoraL995SwPV7I/edit","tel":"+8225682589"},{"rank":10,"place_id":"gers:1511a558-2056-4377-893b-8ef870a0872b","name":"에일당","category":"bar","address":"익선동 166-34","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.434,"percentile":98.67,"photo":null,"transit":{"qid":"Q79977","name":"Jongno 3-ga Station","mode":"metro","distanceM":421},"url":"http://instagram.com/alepub","tel":"+827077663133"}]}