{"city":{"slug":"mumbai-in","name":"Mumbai","country":"IN","country_name":"India"},"category":{"key":"musical_instrument_and_pro_audio_store","label":"Musical Instrument and Pro Audio Store","phrase":"musical instrument and audio equipment shops","family":"shopping"},"candidates":16,"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:450e723d-9c78-473f-aa93-920a9d70a9a5","name":"Bhargava's Musik","category":"musical_instrument_and_pro_audio_store","address":"Imperial Plaza, 4-5, 30th Rd, next to Royal enfield showroom","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.289,"percentile":100,"photo":null,"transit":{"qid":"Q4520709","name":"Bandra Terminus","mode":"rail","distanceM":640}},{"rank":2,"place_id":"gers:f7fb61ec-5fb0-4b33-8e2d-2dd2c7e0b34a","name":"Shalu Music","category":"musical_instrument_and_pro_audio_store","address":"Empire Building, 138, Dr Dadabhai Naoroji Rd","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.286,"percentile":93.33,"photo":null,"transit":{"qid":"Q16911855","name":"Bori Bunder railway station","mode":"rail","distanceM":150}},{"rank":3,"place_id":"gers:41c65bc1-d9bd-4c69-822a-7f3438efff53","name":"Quarterbeat Musical","category":"musical_instrument_and_pro_audio_store","address":"shop no 12, Durvas Aprartment, Yashwant Viva Township, Opp Dmart","sources":["meta","overture"],"providers":2,"confidence":0.967,"website":true,"phone":true,"michelin":false,"score":2.171,"percentile":86.67,"photo":null,"transit":{"qid":"Q6960775","name":"Nalla Sopara railway station","mode":"rail","distanceM":36}},{"rank":4,"place_id":"gers:881add24-175b-4ba5-a354-d2a60a0b2bc7","name":"Laxmitone Muzic World - HARMONIUM SHOP","category":"musical_instrument_and_pro_audio_store","address":"9 Earth View Tower,12th lane Khetwadi,Back Road, Grant Road","sources":["meta","overture"],"providers":2,"confidence":0.947,"website":true,"phone":true,"michelin":false,"score":2.006,"percentile":80,"photo":null,"transit":{"qid":"Q130461624","name":"Grant Road","mode":"metro","distanceM":458}},{"rank":5,"place_id":"gers:d3bf8480-1c42-44e6-a0c4-8139abb912c8","name":"Steinway & Sons India","category":"musical_instrument_and_pro_audio_store","address":"FURTADOS MUSIC INDIA PVT LTD, 1st Floor, Unit No.4, Dwarka Ashish, 6/8, Jambulwadi, Kalbadevi Road, Mumbai - 400002 INDIA","sources":["meta","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":1.997,"percentile":73.33,"photo":null,"transit":{"qid":"Q130461628","name":"Kalbadevi","mode":"metro","distanceM":271}},{"rank":6,"place_id":"gers:09d5238e-3f18-4b6f-9429-ca93aab15f61","name":"Guitar Grund","category":"musical_instrument_and_pro_audio_store","address":"Classic Society Road, Kolbad Road, Near Shankar Mandir, Next To Kolbad Talao, Kolbad","sources":["microsoft","overture"],"providers":2,"confidence":0.944,"website":true,"phone":true,"michelin":false,"score":1.982,"percentile":66.67,"photo":null,"transit":null},{"rank":7,"place_id":"gers:b6bb9e87-e2b8-4a8e-aed1-f06c623c677a","name":"SS Musicals","category":"musical_instrument_and_pro_audio_store","address":"Shop No. 11, Raj Lifestyle Bldg , Hatkesh road, Opp. GCC club, Mira Bhayandar Rd","sources":["meta","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":1.953,"percentile":60,"photo":null,"transit":{"qid":"Q139034676","name":"Kashigaon metro station","mode":"metro","distanceM":587}},{"rank":8,"place_id":"gers:640549dc-2878-42cb-b9f2-abd7f3e0b395","name":"Beatpro Music Production Courses","category":"musical_instrument_and_pro_audio_store","address":"G-1, Ground Floor, Evershine Apartments 2, Plot No.142 A/B, 7 Bungalows, Andheri West","sources":["microsoft","overture"],"providers":2,"confidence":0.936,"website":true,"phone":true,"michelin":false,"score":1.916,"percentile":53.33,"photo":null,"transit":{"qid":"Q17264777","name":"Versova metro station","mode":"metro","distanceM":184}},{"rank":9,"place_id":"gers:f3f5f06e-98ea-4478-b9d8-b861b61a2bbd","name":"Om Ganesh Musicals Instruments - Lalbaug","category":"musical_instrument_and_pro_audio_store","address":"Kermani Building, 20 Sane Guruji Road","sources":["meta","overture"],"providers":2,"confidence":0.932,"website":true,"phone":true,"michelin":false,"score":1.888,"percentile":46.67,"photo":null,"transit":{"qid":"Q5100314","name":"Chinchpokli railway station","mode":"rail","distanceM":174}},{"rank":10,"place_id":"gers:7ba1a30f-7868-4072-af98-11ddcad433c9","name":"Limra Technosys Private Limited","category":"musical_instrument_and_pro_audio_store","address":"227, Platinum Techno Park, Bhagwan Mahaveer Road, Sector 30, Vashi, Sector 30, Navi Mumbai, Maharashtra 400703","sources":["microsoft","overture"],"providers":2,"confidence":0.929,"website":true,"phone":true,"michelin":false,"score":1.863,"percentile":40,"photo":null,"transit":{"qid":"Q7916505","name":"Vashi railway station","mode":"rail","distanceM":395}}]}