{"city":{"slug":"saitama-jp","name":"Saitama","country":"JP","country_name":"Japan"},"category":{"key":"art_gallery","label":"Art Gallery","phrase":"art galleries","family":"arts_and_entertainment"},"candidates":21,"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:7d99f438-9dfa-40f3-8f83-25da2fe7879e","name":"柳沢画廊","category":"art_gallery","address":"埼玉県さいたま市浦和区高砂２丁目１４−１６","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":1.301,"percentile":100,"photo":null,"transit":{"qid":"Q652141","name":"Urawa Station","mode":"rail","distanceM":335}},{"rank":2,"place_id":"gers:b7a78b1d-3149-4203-881f-d749fe84205f","name":"イノセントアートギャラリー&カフェ 寧","category":"art_gallery","address":"635-4 Obari","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":1.259,"percentile":95,"photo":null,"transit":{"qid":"Q11379278","name":"Ina-Chūō Station","mode":"rail","distanceM":599}},{"rank":3,"place_id":"gers:f70b5a00-ff0e-412f-98ba-eb7ba7b11786","name":"Gallery K","category":"art_gallery","address":"Kawarazone, 3 Chome−7−7 小柳ビル 3F","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":1.234,"percentile":90,"photo":null,"transit":{"qid":"Q842469","name":"Minami-Koshigaya Station","mode":"rail","distanceM":534}},{"rank":4,"place_id":"gers:a39224ef-c79e-4739-ab1f-df23a19011c5","name":"ギャラリー彩光舎","category":"art_gallery","address":"6 Chome-2-1 Kishicho","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":1.229,"percentile":85,"photo":null,"transit":{"qid":"Q652141","name":"Urawa Station","mode":"rail","distanceM":660}},{"rank":5,"place_id":"gers:907dcf46-85dd-419f-902a-8f42933310cd","name":"陶器の絵付け教室　Fancy Glaze","category":"art_gallery","address":"下前１丁目6-22","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":1.221,"percentile":80,"photo":null,"transit":{"qid":"Q844571","name":"Toda-Kōen Station","mode":"rail","distanceM":736}},{"rank":6,"place_id":"gers:6445fd6d-5e96-430d-b252-bc781b00e38a","name":"あるぴいの銀花ギャラリー","category":"art_gallery","address":"Kitabukurocho, 1 Chome−130-9 アルピーノお菓子やさん","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":1.213,"percentile":75,"photo":null,"transit":{"qid":"Q801393","name":"Saitama-Shintoshin Station","mode":"rail","distanceM":621}},{"rank":7,"place_id":"gers:6bcbc2d0-e383-4ecb-b3cd-5dfa51ff5791","name":"十三月世大使館","category":"art_gallery","address":"1 Chome-16-2 Fujimi","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":1.201,"percentile":70,"photo":null,"transit":null},{"rank":8,"place_id":"gers:b315bee4-77b5-4c23-8b0b-544a40c22365","name":"器ギャラリーハセガワ","category":"art_gallery","address":"1 Chome-5-20 Numakage","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":1.183,"percentile":65,"photo":null,"transit":{"qid":"Q801208","name":"Musashi-Urawa Station","mode":"rail","distanceM":538}},{"rank":9,"place_id":"gers:5b612d47-1b7b-452a-950d-d2fdbc01d6a3","name":"T-BOX 造形教室","category":"art_gallery","address":"埼玉県春日部市永沼８５８−１","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":1.137,"percentile":60,"photo":null,"transit":null},{"rank":10,"place_id":"gers:796225a2-862c-4fab-ad40-7bf9078fd554","name":"アトリエギャラリー大","category":"art_gallery","address":"361-4 Hara","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":1.11,"percentile":55,"photo":null,"transit":null}]}