{"city":{"slug":"durban-za","name":"Durban","country":"ZA","country_name":"South Africa"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":139,"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:921deed1-77d7-4e8f-91dc-a4792b776940","name":"Tiger Wheel & Tyre Springfield","category":"automotive_service","address":"Unit 1, Intersite Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.306,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:5a44db3a-43aa-42c2-90af-6e8c36233d4b","name":"Tiger Wheel and Tyre La Lucia","category":"automotive_service","address":"Mall, 47 Armstrong Ave","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.302,"percentile":99.28,"photo":null,"transit":null},{"rank":3,"place_id":"gers:2a3e955c-bbe3-4fa5-82c8-dee1ed8b710f","name":"Bosch Car Service AutoServ Morningside","category":"automotive_service","address":"20 Churchill Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.301,"percentile":98.55,"photo":null,"transit":{"qid":"Q124416264","name":"Moses Mabhida Station","mode":"rail","distanceM":683}},{"rank":4,"place_id":"gers:53971cd6-aeb6-4ece-898a-06c884d20650","name":"Hi-Q Umgeni Road","category":"automotive_service","address":"441 Umgeni Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.301,"percentile":97.83,"photo":null,"transit":null},{"rank":5,"place_id":"gers:4fdfd619-a9c1-4a73-a6c5-c77c34fff89e","name":"BestDrive Royal Tyres","category":"automotive_service","address":"1159 Umgeni Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":97.1,"photo":null,"transit":{"qid":"Q124416178","name":"Umgeni","mode":"rail","distanceM":433}},{"rank":6,"place_id":"gers:f0d95db7-035e-44a0-9227-910dc13042b6","name":"Best Drive Durban Central","category":"automotive_service","address":"157 Anton Lembede St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":96.38,"photo":null,"transit":null},{"rank":7,"place_id":"gers:f1919c8f-0291-4225-9795-ef30bfd098cc","name":"Glasfit Gateway","category":"automotive_service","address":"21 Spring Grove, Unit 7, N2 Business Park","sources":["microsoft","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.293,"percentile":95.65,"photo":null,"transit":null},{"rank":8,"place_id":"gers:b48ae17e-3292-42a0-8f6d-2b994309f4a9","name":"Hi-Q Durban North","category":"automotive_service","address":"3 Umhlanga Rocks Dr","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.289,"percentile":94.93,"photo":null,"transit":null},{"rank":9,"place_id":"gers:9969a6d7-b474-41bb-845e-4f8eb17d1f9d","name":"Hi-Q Phoenix","category":"automotive_service","address":"2 Hannaford Dr","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.289,"percentile":94.2,"photo":null,"transit":null},{"rank":10,"place_id":"gers:1e1d81fe-eee9-4f75-b53c-acba4fd783ae","name":"Bosch Springfield","category":"automotive_service","address":"82 Intersite Ave","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.281,"percentile":93.48,"photo":null,"transit":null}]}