{"city":{"slug":"seoul-kr","name":"Seoul","country":"KR","country_name":"South Korea"},"category":{"key":"convenience_store","label":"Convenience Store","phrase":"convenience stores","family":"shopping"},"candidates":57,"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:4f876666-a925-4e45-ab1d-3d492319f7d5","name":"Gs25(한강양화1호점)","category":"convenience_store","address":"영등포구 당산동 100-2","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.577,"percentile":100,"photo":null,"transit":{"qid":"Q59997","name":"Dangsan Station","mode":"metro","distanceM":383}},{"rank":2,"place_id":"gers:28081cc7-b812-4452-a2a5-cc788be24a82","name":"GS25 역삼2점","category":"convenience_store","address":"7 Yeoksam-ro 14-gil","sources":["meta","overture"],"providers":2,"confidence":0.968,"website":true,"phone":true,"michelin":false,"score":2.519,"percentile":98.21,"photo":null,"transit":{"qid":"Q488791","name":"Yeoksam Station","mode":"metro","distanceM":754}},{"rank":3,"place_id":"gers:279229e2-5e77-4cc4-9c51-4368ea351280","name":"CU 당산행운점","category":"convenience_store","address":"95 Beodeunaru-ro","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":2.273,"percentile":96.43,"photo":null,"transit":{"qid":"Q498159","name":"Yeongdeungpo Market Station","mode":"metro","distanceM":533}},{"rank":4,"place_id":"gers:4494192d-4d69-4d90-a968-8ad81bd49626","name":"CU 을지로코업점","category":"convenience_store","address":"을지로5가 77-2","sources":["meta","overture"],"providers":2,"confidence":0.945,"website":true,"phone":true,"michelin":false,"score":2.243,"percentile":94.64,"photo":null,"transit":{"qid":"Q129579","name":"Dongdaemun History & Culture Park Station","mode":"metro","distanceM":427}},{"rank":5,"place_id":"gers:2b620c5d-24f6-42cb-9109-80998dc8ae2b","name":"Emart24","category":"convenience_store","address":"종로구 북촌로5길 52","sources":["meta","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":2.206,"percentile":92.86,"photo":null,"transit":{"qid":"Q79974","name":"Anguk Station","mode":"metro","distanceM":454}},{"rank":6,"place_id":"gers:d0b6051b-a1a7-426c-911a-eeaf419fb2c2","name":"GS25 대치골드점","category":"convenience_store","address":"48 Seolleung-ro 86-gil","sources":["meta","overture"],"providers":2,"confidence":0.942,"website":true,"phone":true,"michelin":false,"score":2.204,"percentile":91.07,"photo":null,"transit":{"qid":"Q20204","name":"Seolleung Station","mode":"metro","distanceM":418}},{"rank":7,"place_id":"gers:3bad24bf-4a57-44f5-887c-8961f46b7119","name":"GS25 여의쌍마점","category":"convenience_store","address":"여의도동 24-5","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.185,"percentile":89.29,"photo":null,"transit":{"qid":"Q498126","name":"Yeouido Station","mode":"metro","distanceM":437}},{"rank":8,"place_id":"gers:7f6afa8c-def9-42b5-b837-c36eeb49d184","name":"emart24","category":"convenience_store","address":"300-1 Samil-daero","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.168,"percentile":87.5,"photo":null,"transit":{"qid":"Q626260","name":"Myeong-dong Station","mode":"metro","distanceM":241}},{"rank":9,"place_id":"gers:24318480-c2c3-467c-969a-26bcf10a933d","name":"GS25 상도미래","category":"convenience_store","address":"126-86 Sangdo-dong","sources":["meta","overture"],"providers":2,"confidence":0.937,"website":true,"phone":true,"michelin":false,"score":2.147,"percentile":85.71,"photo":null,"transit":{"qid":"Q68957","name":"Soongsil University Station","mode":"metro","distanceM":318}},{"rank":10,"place_id":"gers:cf543cbc-1ae2-4ad3-a823-d71a03c33086","name":"GS25 고대성북천","category":"convenience_store","address":"86 Anam-dong 3(sam)-ga","sources":["meta","overture"],"providers":2,"confidence":0.937,"website":true,"phone":true,"michelin":false,"score":2.139,"percentile":83.93,"photo":null,"transit":{"qid":"Q490891","name":"Bomun Station","mode":"metro","distanceM":278}}]}