{"city":{"slug":"osaka-jp","name":"Osaka","country":"JP","country_name":"Japan"},"category":{"key":"bed_and_breakfast","label":"Bed and Breakfast","phrase":"bed and breakfasts","family":"lodging"},"candidates":23,"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:bb91ed53-7081-4218-bfd5-a1b40180122e","name":"相鉄フレッサイン 大阪なんば駅前","category":"bed_and_breakfast","address":"大阪府大阪市浪速区難波中１丁目６−５","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.387,"percentile":100,"photo":null,"transit":{"qid":"Q105576301","name":"Nankai Shin-Namba  Station","mode":"rail","distanceM":104}},{"rank":2,"place_id":"gers:09f34e20-80f3-4e9a-b0ac-8499b90c2257","name":"Yado-cafe Chelsea's Rainbow","category":"bed_and_breakfast","address":"3 Chome-5-30 Shiginohigashi","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.352,"percentile":95.45,"photo":null,"transit":{"qid":"Q180485","name":"Shigino Station","mode":"rail","distanceM":328}},{"rank":3,"place_id":"gers:6da6c3fc-7607-43f3-9e40-f264e8729fbe","name":"炉之宿 淀川","category":"bed_and_breakfast","address":"淀川区三津屋北1-7-10","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.293,"percentile":90.91,"photo":null,"transit":{"qid":"Q3969851","name":"Kanzakigawa Station","mode":"rail","distanceM":163}},{"rank":4,"place_id":"gers:e1d86ca7-635d-4bd5-9932-92a66343b29b","name":"遊泊昭和町","category":"bed_and_breakfast","address":"阿倍野区阪南町1-54-7","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.292,"percentile":86.36,"photo":null,"transit":{"qid":"Q2084551","name":"Shōwachō Station","mode":"metro","distanceM":356}},{"rank":5,"place_id":"gers:895fac10-aa26-4a28-8c6b-e87cddf18f39","name":"Welcome Home「家」系列精品民宿 IN大阪","category":"bed_and_breakfast","address":"日本大阪市北区浮田1丁目4-10","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.276,"percentile":81.82,"photo":null,"transit":{"qid":"Q1143934","name":"Tenjimbashisuji Rokuchōme Station","mode":"metro","distanceM":319}},{"rank":6,"place_id":"gers:97b5ce12-6dda-4bad-afb7-7b6e644804d4","name":"えんまんゲストハウス大阪","category":"bed_and_breakfast","address":"大枝南町7-5","sources":["meta","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":2.02,"percentile":77.27,"photo":null,"transit":{"qid":"Q888035","name":"Doi Station","mode":"rail","distanceM":436}},{"rank":7,"place_id":"gers:60442b7a-ebc8-481f-987f-b51d8ecc8987","name":"Come on UP Inc.","category":"bed_and_breakfast","address":"毛馬町3-7, Miyakojima","sources":["meta","overture"],"providers":2,"confidence":0.937,"website":true,"phone":true,"michelin":false,"score":2,"percentile":72.73,"photo":null,"transit":{"qid":"Q11653090","name":"Nagara Station","mode":"rail","distanceM":705}},{"rank":8,"place_id":"gers:2884ddaa-5d15-4a9e-960c-b2683fc9b624","name":"關西大阪民宿-辰星sinsei","category":"bed_and_breakfast","address":"大阪市北区長柄中2丁目1-19","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":false,"phone":true,"michelin":false,"score":1.973,"percentile":68.18,"photo":null,"transit":{"qid":"Q1143934","name":"Tenjimbashisuji Rokuchōme Station","mode":"metro","distanceM":479}},{"rank":9,"place_id":"gers:86b4af7e-7116-4b53-b532-b060a4ef957f","name":"大阪民宿 富吉之家","category":"bed_and_breakfast","address":"住之江區浜口東1-1-87","sources":["meta","overture"],"providers":2,"confidence":0.928,"website":true,"phone":true,"michelin":false,"score":1.94,"percentile":63.64,"photo":null,"transit":{"qid":"Q7637134","name":"Suminoe Station","mode":"rail","distanceM":681}},{"rank":10,"place_id":"gers:2d3f4036-4033-467d-8fc1-d586fdf77365","name":"快樂大阪民宿","category":"bed_and_breakfast","address":null,"sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":1.923,"percentile":59.09,"photo":null,"transit":{"qid":"Q949884","name":"Imazato Station","mode":"metro","distanceM":416}}]}