{"city":{"slug":"saitama-jp","name":"Saitama","country":"JP","country_name":"Japan"},"category":{"key":"travel_and_transportation","label":"Travel and Transportation","phrase":"travel and transportation","family":"travel_and_transportation"},"candidates":39,"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:fead84aa-2810-4889-b76d-f9f71bc9acb7","name":"西武バス 大宮駅西口案内所","category":"travel_and_transportation","address":"大宮区桜木町2丁目1-1","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.548,"percentile":100,"photo":null,"transit":{"qid":"Q11434478","name":"Ōmiya Station","mode":"rail","distanceM":86}},{"rank":2,"place_id":"gers:7ba90f7a-eb6e-45ea-9dfe-6c5db1611664","name":"国際興業株式会社戸田営業所","category":"travel_and_transportation","address":"美女木東2丁目1-3","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.53,"percentile":97.37,"photo":null,"transit":{"qid":"Q844358","name":"Kita-Toda Station","mode":"rail","distanceM":753}},{"rank":3,"place_id":"gers:7af1eaaf-74b2-407e-ba17-e5c9f1d6366d","name":"国際興業川口営業所","category":"travel_and_transportation","address":"東本郷1丁目9-43","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.458,"percentile":94.74,"photo":null,"transit":null},{"rank":4,"place_id":"gers:b81dc7e8-ca60-4d9b-bdf6-12fe0ad398a1","name":"サンテピア","category":"travel_and_transportation","address":"埼玉県川口市赤井（大字）１０５５","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.403,"percentile":92.11,"photo":null,"transit":null},{"rank":5,"place_id":"gers:3a91bd1e-eb3b-4343-a2c0-da2b3ebb0207","name":"佐川急便 さいたま営業所","category":"travel_and_transportation","address":"西区宮前町1234-2","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":2.32,"percentile":89.47,"photo":null,"transit":null},{"rank":6,"place_id":"gers:d07aa739-1ad5-43ba-bb7d-0c48ffab764c","name":"東武バスウエスト上尾営業所","category":"travel_and_transportation","address":"大字小敷谷1015-1","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":false,"phone":true,"michelin":false,"score":2.278,"percentile":86.84,"photo":null,"transit":null},{"rank":7,"place_id":"gers:efd1a30f-c66b-4aa0-9f51-5465462b15e0","name":"ヤマト運輸 さいたま円阿弥センター","category":"travel_and_transportation","address":"円阿弥3丁目3-13","sources":["meta","overture"],"providers":2,"confidence":0.957,"website":true,"phone":true,"michelin":false,"score":2.273,"percentile":84.21,"photo":null,"transit":null},{"rank":8,"place_id":"gers:a54b2341-3e0f-4326-87ff-4118a45e87be","name":"東京物流企画","category":"travel_and_transportation","address":"新曽南4丁目4-15","sources":["meta","overture"],"providers":2,"confidence":0.947,"website":true,"phone":true,"michelin":false,"score":2.195,"percentile":81.58,"photo":null,"transit":null},{"rank":9,"place_id":"gers:8fbf5b9c-43ff-44d3-af75-f066c7272ea7","name":"グリーンライナー","category":"travel_and_transportation","address":"埼玉県川口市新井宿７００","sources":["meta","overture"],"providers":2,"confidence":0.945,"website":true,"phone":true,"michelin":false,"score":2.177,"percentile":78.95,"photo":null,"transit":null},{"rank":10,"place_id":"gers:6278d6ea-2dc5-4060-a1e0-4a2dac78ceb0","name":"さいたま新都心バスターミナル","category":"travel_and_transportation","address":"大宮区北袋町1丁目603番地1","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":false,"phone":false,"michelin":false,"score":2.051,"percentile":76.32,"photo":null,"transit":{"qid":"Q801393","name":"Saitama-Shintoshin Station","mode":"rail","distanceM":339}}]}