{"city":{"slug":"madurai-in","name":"Madurai","country":"IN","country_name":"India"},"category":{"key":"vehicle_dealer","label":"Vehicle Dealer","phrase":"vehicle dealers","family":"shopping"},"candidates":26,"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:a844bc95-bf04-4327-8165-1312ebfb5bc6","name":"Kia Car Showroom - Aras Kia, Nagari","category":"vehicle_dealer","address":"No 63/6A1B, TV Nallur, Nagarai","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.25,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:affd808a-533d-428a-91fb-8591c57723a8","name":"Royal Enfield Showroom - Rajendra Automobiles","category":"vehicle_dealer","address":"D No 1, Shivankovil Street, Kovilpatti, Natham","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.249,"percentile":96,"photo":null,"transit":null},{"rank":3,"place_id":"gers:3c1ccf21-b268-4766-b867-dd302edd9a44","name":"Royal Enfield Showroom - Siva Motors","category":"vehicle_dealer","address":"5K, Nehrunagar, Madurai Bypass, Gandhinagar","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.235,"percentile":92,"photo":null,"transit":null},{"rank":4,"place_id":"gers:9ea977b4-f9e1-4723-8e3a-5859c9e102d5","name":"KTM Husqvarna KK Nagar","category":"vehicle_dealer","address":"252, 80 Feet Rd, opp. Sundaram Park","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.18,"percentile":88,"photo":null,"transit":null},{"rank":5,"place_id":"gers:900a4816-7dfe-4f70-9442-9ff2273db88c","name":"Mahindra Automotive Dealers and Service Madurai","category":"vehicle_dealer","address":"No: 1/7, Dindigul Main Road, Vilangudi","sources":["microsoft","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":84,"photo":null,"transit":null},{"rank":6,"place_id":"gers:f9ae210f-bfa7-41b3-a7af-fa28bc964b7f","name":"Sri Pandian Motors LLP","category":"vehicle_dealer","address":"1, Theni Rd","sources":["meta","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":80,"photo":null,"transit":null},{"rank":7,"place_id":"gers:33b02c1c-a381-45b8-9e24-a539e566c033","name":"Mani Naggappa Motors Madurai P Limited - Hero MotoCorp","category":"vehicle_dealer","address":"No 222, Byepass Road","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":76,"photo":null,"transit":null},{"rank":8,"place_id":"gers:6c70c80d-ed46-4d77-8dfe-f68c18cf54b2","name":"Vaighai Honda","category":"vehicle_dealer","address":"167, Theni Main Rd","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.098,"percentile":72,"photo":null,"transit":null},{"rank":9,"place_id":"gers:43f3cf20-9e58-4b46-85f6-5ae771a06755","name":"M/S Vetri Motor Company - Hero MotoCorp","category":"vehicle_dealer","address":"No 58A, TPK Road, Palanganatham","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.073,"percentile":68,"photo":null,"transit":null},{"rank":10,"place_id":"gers:8627b5bf-d9e7-42f7-bc39-7cd784c0ced4","name":"Linga Motors Yamaha","category":"vehicle_dealer","address":"12 TPK Main Road,Palanganatham Nearby Bus stop","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.009,"percentile":64,"photo":null,"transit":null}]}