{"city":{"slug":"singapore-sg","name":"Singapore","country":"SG","country_name":"Singapore"},"category":{"key":"vision_or_eye_care_clinic","label":"Vision or Eye Care Clinic","phrase":"eye clinics","family":"health_care"},"candidates":87,"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:e6108163-b724-4310-95a8-d16752693743","name":"The EyeClinic","category":"vision_or_eye_care_clinic","address":"333A Orchard Rd Mandarin Gallery","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.266,"percentile":100,"photo":null,"transit":{"qid":"Q2208305","name":"Somerset MRT station","mode":"metro","distanceM":346}},{"rank":2,"place_id":"gers:5e1e3e53-a5a0-46fc-9aed-e306b99b2183","name":"Chew's Optics","category":"vision_or_eye_care_clinic","address":"144 Teck Whye Ln, #01-211","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.257,"percentile":98.84,"photo":null,"transit":{"qid":"Q6382291","name":"Keat Hong LRT station","mode":"metro","distanceM":463}},{"rank":3,"place_id":"gers:17971454-d755-434c-918e-b0164e9edf62","name":"Atlas Eye Specialist Centre","category":"vision_or_eye_care_clinic","address":"290 Orchard Road Paragon Medical, Unit, #07-09 Tower 1","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.254,"percentile":97.67,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":481}},{"rank":4,"place_id":"gers:0142b89d-2e07-414c-a133-afd68f7792e7","name":"Stan Isaacs Optometrists (Specialty Contact Lens & Primary Eye Care)","category":"vision_or_eye_care_clinic","address":"1 Orchard Blvd, #13-08","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.25,"percentile":96.51,"photo":null,"transit":{"qid":"Q7100179","name":"Orchard Boulevard MRT station","mode":"metro","distanceM":151}},{"rank":5,"place_id":"gers:f406e1ff-4d11-411e-a338-99be91a539bc","name":"Singapore Eye and Vision","category":"vision_or_eye_care_clinic","address":"290 Orchard Rd, #15-07/08 Paragon","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.245,"percentile":95.35,"photo":null,"transit":{"qid":"Q2641398","name":"Orchard MRT station","mode":"metro","distanceM":490}},{"rank":6,"place_id":"gers:fdee3cbc-68b7-4d2c-9db0-7afcaf4dc64c","name":"Shinagawa Eye Centre","category":"vision_or_eye_care_clinic","address":"176 Orchard Rd, #06-01/02 The Centrepoint","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.245,"percentile":94.19,"photo":null,"transit":{"qid":"Q2208305","name":"Somerset MRT station","mode":"metro","distanceM":179}},{"rank":7,"place_id":"gers:ed1c0dbb-a60d-480f-890c-b19ae4802745","name":"Visio Optical","category":"vision_or_eye_care_clinic","address":"43 Holland Dr, #01-67","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.242,"percentile":93.02,"photo":null,"transit":{"qid":"Q111949339","name":"Tanglin railway station","mode":"rail","distanceM":267}},{"rank":8,"place_id":"gers:c0a39f8d-6eb8-4027-8ef3-b27ad2227599","name":"Lifetime Vision Care United Square","category":"vision_or_eye_care_clinic","address":"101 Thomson Rd, #01-84 United Square","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.239,"percentile":91.86,"photo":null,"transit":{"qid":"Q2404134","name":"Novena MRT station","mode":"metro","distanceM":331}},{"rank":9,"place_id":"gers:23bc06e5-dac2-4a88-889b-259973aafe2b","name":"Lang Eye Centre","category":"vision_or_eye_care_clinic","address":"Mount Elizabeth, 38 Irrawaddy Rd, #08-58/59 Specialist Centre","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.229,"percentile":90.7,"photo":null,"transit":{"qid":"Q2404134","name":"Novena MRT station","mode":"metro","distanceM":209}},{"rank":10,"place_id":"gers:b59d2b7f-3bd4-4a24-8305-3fada3f2ab06","name":"Ava Eye Clinic","category":"vision_or_eye_care_clinic","address":"101 Irrawaddy Rd, #20-01/09 Royal Square at Novena and Royal Square Medical Centre, Royal Square Medical Centre","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":89.53,"photo":null,"transit":{"qid":"Q2404134","name":"Novena MRT station","mode":"metro","distanceM":79}}]}