{"city":{"slug":"singapore-sg","name":"Singapore","country":"SG","country_name":"Singapore"},"category":{"key":"shopping","label":"Shopping","phrase":"shopping","family":"shopping"},"candidates":80,"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":"microsoft","name":"Microsoft","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:48603aaa-0b98-4e68-88f2-bc3440de4baa","name":"IBENMA CHILDREN FURNITURE","category":"shopping","address":"5 Stadium Walk, #02-07/08","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.39,"percentile":100,"photo":null,"transit":{"qid":"Q1089469","name":"Stadium MRT station","mode":"metro","distanceM":170}},{"rank":2,"place_id":"gers:43b29496-e9e4-4c6a-9d11-d0594b5ffc4c","name":"EZ Living Pte Ltd","category":"shopping","address":"63 Jln Pemimpin, #02-09 Pemimpin Industrial Building","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.386,"percentile":98.73,"photo":null,"transit":{"qid":"Q1089474","name":"Marymount MRT station","mode":"metro","distanceM":486}},{"rank":3,"place_id":"gers:f43f5372-ffaf-4f69-b38b-4ddcd8dd50f8","name":"SEPHORA Tampines 1 (2hrs Click & Collect)","category":"shopping","address":"10 Tampines Central 1, 01-03 to 07","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.382,"percentile":97.47,"photo":null,"transit":{"qid":"Q3272264","name":"Tampines MRT station","mode":"metro","distanceM":180}},{"rank":4,"place_id":"gers:d491bf43-c721-4d22-b1a5-768154a567c4","name":"Sleep Space","category":"shopping","address":"37 Lorong 23 Geylang, #04-06, Yu Li Industrial Building","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.262,"percentile":96.2,"photo":null,"transit":{"qid":"Q3272290","name":"Aljunied MRT station","mode":"metro","distanceM":234}},{"rank":5,"place_id":"gers:dc5852b7-45eb-4da1-a85b-85e916c424a7","name":"L'OCCITANE - Takashimaya","category":"shopping","address":"391 Orchard Road, Takashimaya Department Store Basement 1","sources":["microsoft","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.245,"percentile":94.94,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":317}},{"rank":6,"place_id":"gers:2f5e223f-2332-482b-a53d-9ff807fc43be","name":"Peninsula Plaza","category":"shopping","address":"111 N Bridge Rd","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.219,"percentile":93.67,"photo":null,"transit":{"qid":"Q1901870","name":"City Hall MRT station","mode":"metro","distanceM":187}},{"rank":7,"place_id":"gers:9cb636cf-6abb-4c8e-9157-ace9adc1b599","name":"Sephora @ Raffles City","category":"shopping","address":"Level 1, Raffles City Singapore, 252 North Bridge Rd, #01-20/21","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.213,"percentile":92.41,"photo":null,"transit":{"qid":"Q1901870","name":"City Hall MRT station","mode":"metro","distanceM":166}},{"rank":8,"place_id":"gers:cd230144-5937-4e9e-a35a-b0d1244c0e63","name":"OWNDAYS Westgate","category":"shopping","address":"3 Gateway Drive, #02-42 Westgate","sources":["microsoft","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.202,"percentile":91.14,"photo":null,"transit":{"qid":"Q3121386","name":"Jurong East MRT station","mode":"metro","distanceM":150}},{"rank":9,"place_id":"gers:cfee04cc-0d4e-4af8-8481-81a4e070aee1","name":"Fujifilm Recording Media APAC","category":"shopping","address":"Fujifilm Building, 10 New Industrial Rd","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.182,"percentile":89.87,"photo":null,"transit":{"qid":"Q1089462","name":"Bartley MRT station","mode":"metro","distanceM":623}},{"rank":10,"place_id":"gers:dd6805ac-7950-4872-a3d1-8232d459377f","name":"Baby Slings & Carriers","category":"shopping","address":"39 Jln Pemimpin, #06-01 Tailee Industrial Building","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.181,"percentile":88.61,"photo":null,"transit":{"qid":"Q1089474","name":"Marymount MRT station","mode":"metro","distanceM":218}}]}