{"city":{"slug":"singapore-sg","name":"Singapore","country":"SG","country_name":"Singapore"},"category":{"key":"warehouse_club_store","label":"Warehouse Club Store","phrase":"warehouse club stores","family":"shopping"},"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:19ba4f3f-97d1-487a-9e6f-854a852b88dd","name":"Boon Lay Stationery Pte Ltd","category":"warehouse_club_store","address":"2 Tuas Ave 1","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.438,"percentile":100,"photo":null,"transit":{"qid":"Q5617139","name":"Gul Circle MRT station","mode":"metro","distanceM":234}},{"rank":2,"place_id":"gers:11d61a59-fbb3-47c2-b394-c9d6abae1790","name":"Inter Rice Asia - The Art of Sake","category":"warehouse_club_store","address":"16 Kallang Place #03-19/20","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":93.75,"photo":null,"transit":{"qid":"Q11005410","name":"Bendemeer MRT station","mode":"metro","distanceM":500}},{"rank":3,"place_id":"gers:734f07b6-c1eb-4dcd-a2f1-7b17cf5ee1fb","name":"Pasir Panjang Wholesale Centre","category":"warehouse_club_store","address":"1 Wholesale Centre, Pasir Panjang","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.324,"percentile":87.5,"photo":null,"transit":{"qid":"Q3524310","name":"Haw Par Villa MRT station","mode":"metro","distanceM":576}},{"rank":4,"place_id":"gers:5e8af5e9-2167-4376-a8be-28825ac22503","name":"Hup Soon Departmental Store","category":"warehouse_club_store","address":"144 Upper Bukit Timah Rd, #02-24 Beauty World Centre","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.203,"percentile":81.25,"photo":null,"transit":{"qid":"Q4877913","name":"Beauty World station","mode":"metro","distanceM":166}},{"rank":5,"place_id":"gers:a4577f91-0127-4217-a189-99e8457192a6","name":"Queen Street Trading","category":"warehouse_club_store","address":"269 Queen St, #01-239/40 HDB Queen","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.094,"percentile":75,"photo":null,"transit":{"qid":"Q3268537","name":"Bugis MRT station","mode":"metro","distanceM":252}},{"rank":6,"place_id":"gers:bc67c585-b6e3-4203-ad70-21f4ad21988d","name":"Camel Nuts","category":"warehouse_club_store","address":"127 Defu Lane 10","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.089,"percentile":68.75,"photo":null,"transit":{"qid":"Q61014507","name":"Defu MRT station","mode":"metro","distanceM":779}},{"rank":7,"place_id":"gers:940fac86-9912-4ac4-a7e1-85045943abf2","name":"Lee Flora Pte Ltd","category":"warehouse_club_store","address":"14 Arumugam Rd, #03-11 showzone","sources":["meta","overture"],"providers":2,"confidence":0.944,"website":true,"phone":true,"michelin":false,"score":2.039,"percentile":62.5,"photo":null,"transit":{"qid":"Q1089389","name":"MacPherson MRT station","mode":"metro","distanceM":255}},{"rank":8,"place_id":"gers:50825fa5-7033-4ae5-9852-0c1016c3ed86","name":"Chennai Trading Wholesale Center","category":"warehouse_club_store","address":"25 Campbell Ln","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":1.931,"percentile":56.25,"photo":null,"transit":{"qid":"Q1117735","name":"Rochor MRT station","mode":"metro","distanceM":179}},{"rank":9,"place_id":"gers:e6b0eed3-552b-42e0-bf64-e409d24e8087","name":"Sing Bros Hardware Pte Ltd","category":"warehouse_club_store","address":"200 Jln Sultan, #02-09 199018","sources":["meta","overture"],"providers":2,"confidence":0.927,"website":true,"phone":true,"michelin":false,"score":1.9,"percentile":50,"photo":null,"transit":{"qid":"Q3272337","name":"Lavender MRT station","mode":"metro","distanceM":422}},{"rank":10,"place_id":"gers:2c4abc10-020a-472a-b634-884fab17f5d2","name":"United Bakery Supplies","category":"warehouse_club_store","address":"13 Kaki Bukit Rd 1, #04-08 Eunos Technolink","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":1.878,"percentile":43.75,"photo":null,"transit":{"qid":"Q3521374","name":"Ubi MRT station","mode":"metro","distanceM":538}}]}