{"city":{"slug":"santiago-cl","name":"Santiago","country":"CL","country_name":"Chile"},"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":23,"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:49a06027-ee74-4b72-bd8b-5f6da109d45d","name":"Audiomusica Megatienda Ñuñoa","category":"musical_instrument_and_pro_audio_store","address":"Chile España 393","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.379,"percentile":100,"photo":null,"transit":{"qid":"Q2841226","name":"Chile España","mode":"metro","distanceM":438}},{"rank":2,"place_id":"gers:700463f3-609f-45b5-84d0-0567c98de46a","name":"Showroom Music","category":"musical_instrument_and_pro_audio_store","address":"Girardi 1206","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.242,"percentile":95.45,"photo":null,"transit":{"qid":"Q6120443","name":"Santa Isabel","mode":"metro","distanceM":583}},{"rank":3,"place_id":"gers:73845abe-1aa8-4fdb-806f-f8cf9a58e7dd","name":"Musical Instruments Leon Barcaza","category":"musical_instrument_and_pro_audio_store","address":"Pje. Benozzo Gozzoli 4311","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.215,"percentile":90.91,"photo":null,"transit":null},{"rank":4,"place_id":"gers:3b81f15d-13e7-4d83-a268-5795a83f47cd","name":"Queen Instrumentos Musicales","category":"musical_instrument_and_pro_audio_store","address":"Paseo Huérfanos 786","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.213,"percentile":86.36,"photo":null,"transit":{"qid":"Q4883519","name":"Bellas Artes","mode":"metro","distanceM":339}},{"rank":5,"place_id":"gers:ef522b78-d042-4aaf-934b-885d1958b2e7","name":"Music Minguzzi","category":"musical_instrument_and_pro_audio_store","address":"Calle Freire 659","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.136,"percentile":81.82,"photo":null,"transit":{"qid":"Q5400048","name":"Estación San Bernardo","mode":"rail","distanceM":622}},{"rank":6,"place_id":"gers:848fd4a1-7792-46b2-8a86-f420f84dd6de","name":"Casa del Cuenco","category":"musical_instrument_and_pro_audio_store","address":"Av. Cristóbal Colón 8721","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.104,"percentile":77.27,"photo":null,"transit":null},{"rank":7,"place_id":"gers:eb5c93b4-320e-4f3f-903e-801e807b8134","name":"Casa Amarilla","category":"musical_instrument_and_pro_audio_store","address":"San Diego 145, Edificio PANORAMA ORIENTE","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.08,"percentile":72.73,"photo":null,"transit":{"qid":"Q3569732","name":"Universidad de Chile","mode":"metro","distanceM":343}},{"rank":8,"place_id":"gers:e062de87-af34-471a-a9f9-5068ab9beaa2","name":"Flute Service","category":"musical_instrument_and_pro_audio_store","address":"Av. Alameda Libertador Bernardo O'Higgins 142","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.053,"percentile":68.18,"photo":null,"transit":{"qid":"Q2883718","name":"Baquedano","mode":"metro","distanceM":251}},{"rank":9,"place_id":"gers:6b78b08a-a82b-4b76-bf3d-1d8b9125696f","name":"Importadora de Pianos","category":"musical_instrument_and_pro_audio_store","address":"Santiaguillo 1485","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":1.983,"percentile":63.64,"photo":null,"transit":{"qid":"Q5574675","name":"Parque O'Higgins","mode":"metro","distanceM":160}},{"rank":10,"place_id":"gers:88a6f9f5-5fb8-43f9-a41b-8a03ab8e3433","name":"Romero Pianos","category":"musical_instrument_and_pro_audio_store","address":"Padre Faustino Gazziero 2197","sources":["meta","overture"],"providers":2,"confidence":0.938,"website":true,"phone":true,"michelin":false,"score":1.96,"percentile":59.09,"photo":null,"transit":null}]}