{"city":{"slug":"goyang-si-kr","name":"Goyang-si","country":"KR","country_name":"South Korea"},"category":{"key":"travel_and_transportation","label":"Travel and Transportation","phrase":"travel and transportation","family":"travel_and_transportation"},"candidates":17,"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:50e89807-ecaa-4588-9cf3-83aaa99e40d0","name":"운양역","category":"travel_and_transportation","address":"김포한강1로 235","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.411,"percentile":100,"photo":null,"transit":{"qid":"Q24864091","name":"Unyang Station","mode":"metro","distanceM":82}},{"rank":2,"place_id":"gers:9b9fc045-047d-4acc-b0e7-c77037791c9d","name":"사우역","category":"travel_and_transportation","address":"김포대로 지하 852","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.393,"percentile":93.75,"photo":null,"transit":{"qid":"Q24864125","name":"Sau Station","mode":"metro","distanceM":36}},{"rank":3,"place_id":"gers:88576f97-81b3-4f82-95f4-70a9433f05da","name":"풍무역 2번출구","category":"travel_and_transportation","address":"풍무동","sources":["meta","overture"],"providers":2,"confidence":0.957,"website":true,"phone":true,"michelin":false,"score":2.131,"percentile":87.5,"photo":null,"transit":{"qid":"Q24864137","name":"Pungmu Station","mode":"metro","distanceM":61}},{"rank":4,"place_id":"gers:34ff7067-a1be-4bf9-8469-caa15df8cf6d","name":"양촌역","category":"travel_and_transportation","address":"양촌읍 양촌역길 107","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":false,"michelin":false,"score":2.124,"percentile":81.25,"photo":null,"transit":{"qid":"Q24864027","name":"Yangchon Station","mode":"metro","distanceM":128}},{"rank":5,"place_id":"gers:2cf6de4b-151e-4ecb-969d-66e28f1d04c0","name":"마두역 (Id:20-247)","category":"travel_and_transportation","address":"일산동구 마두2동 1120-5","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":false,"michelin":false,"score":2.11,"percentile":75,"photo":null,"transit":{"qid":"Q79830","name":"Madu Station","mode":"metro","distanceM":23}},{"rank":6,"place_id":"gers:ca22044f-4114-4f0c-b609-844aad7e2d17","name":"장기역 택시승강장","category":"travel_and_transportation","address":"1292 장기동","sources":["meta","overture"],"providers":2,"confidence":0.935,"website":true,"phone":true,"michelin":false,"score":1.954,"percentile":68.75,"photo":null,"transit":{"qid":"Q24864069","name":"Janggi Station","mode":"metro","distanceM":17}},{"rank":7,"place_id":"gers:86dc1976-9e37-4994-8d57-5f6a88aa01e3","name":"청라국제도시","category":"travel_and_transportation","address":"Gyeongseo-dong","sources":["meta","overture"],"providers":2,"confidence":0.93,"website":true,"phone":true,"michelin":false,"score":1.915,"percentile":62.5,"photo":null,"transit":{"qid":"Q14412748","name":"Cheongna International City Station","mode":"metro","distanceM":141}},{"rank":8,"place_id":"gers:4f0f2384-7976-4656-85b5-fcb0b28a3d22","name":"대곡역 버스정류장","category":"travel_and_transportation","address":"경기도","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":false,"michelin":false,"score":1.908,"percentile":56.25,"photo":null,"transit":{"qid":"Q59856","name":"Daegok Station","mode":"metro","distanceM":137}},{"rank":9,"place_id":"gers:1e01d4cd-d30b-4dfa-9f41-2f3f7ede9400","name":"화석정","category":"travel_and_transportation","address":"152-72 Hwaseokjeong-ro, Papyeong-myeon","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":true,"phone":true,"michelin":false,"score":1.751,"percentile":50,"photo":null,"transit":null},{"rank":10,"place_id":"gers:3e393548-2314-4ebe-92f1-649e55ed49d1","name":"대화역","category":"travel_and_transportation","address":"대화동 2205","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":false,"phone":false,"michelin":false,"score":1.68,"percentile":43.75,"photo":null,"transit":{"qid":"Q79799","name":"Daehwa Station","mode":"metro","distanceM":11}}]}