{"city":{"slug":"lima-pe","name":"Lima","country":"PE","country_name":"Peru"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":39,"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:7559c600-1c65-4920-8f23-4a0acaea613f","name":"Auto Sport Canada","category":"vehicle_parts_store","address":"Av. Canadá 206","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.348,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:842e7222-5cb4-4887-b0b7-c9c0fa0158e9","name":"Soportes Vicente","category":"vehicle_parts_store","address":"Av. Iquitos 327","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.325,"percentile":97.37,"photo":null,"transit":{"qid":"Q55835269","name":"Plaza Manco Cápac","mode":"metro","distanceM":134}},{"rank":3,"place_id":"gers:a53fa817-7717-4135-9da1-b0d24a7dd4ae","name":"Filtros San Jorge","category":"vehicle_parts_store","address":"Av. México 1182","sources":["meta","overture"],"providers":2,"confidence":0.961,"website":true,"phone":true,"michelin":false,"score":2.321,"percentile":94.74,"photo":null,"transit":{"qid":"Q6042096","name":"Nicolás Arriola Station","mode":"metro","distanceM":743}},{"rank":4,"place_id":"gers:bc11fbbe-e1f7-45d4-bc37-c436cf3e7ca9","name":"Repuestera Rojas","category":"vehicle_parts_store","address":"Prol. Lucanas 1400","sources":["meta","overture"],"providers":2,"confidence":0.96,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":92.11,"photo":null,"transit":{"qid":"Q6042096","name":"Nicolás Arriola Station","mode":"metro","distanceM":750}},{"rank":5,"place_id":"gers:0b6bf185-0e4d-48ee-820b-86c861caa681","name":"Rimafe Motors","category":"vehicle_parts_store","address":"Av. Miguel Grau N° 286","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":89.47,"photo":null,"transit":{"qid":"Q55835269","name":"Plaza Manco Cápac","mode":"metro","distanceM":445}},{"rank":6,"place_id":"gers:42a61020-af3c-458a-a9c4-c2267061f3c7","name":"Turbos Guillen","category":"vehicle_parts_store","address":"Pasaje Sáenz Peña Cuadra 1 169","sources":["meta","overture"],"providers":2,"confidence":0.947,"website":true,"phone":true,"michelin":false,"score":2.187,"percentile":86.84,"photo":null,"transit":{"qid":"Q55835269","name":"Plaza Manco Cápac","mode":"metro","distanceM":204}},{"rank":7,"place_id":"gers:e418f59c-1648-4ef4-8274-22df20c96b7f","name":"Dana Multiservis","category":"vehicle_parts_store","address":"Av. Nicolás Arriola 176O","sources":["meta","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.177,"percentile":84.21,"photo":null,"transit":{"qid":"Q6042096","name":"Nicolás Arriola Station","mode":"metro","distanceM":550}},{"rank":8,"place_id":"gers:d23ff894-dc0b-4a5c-8dae-6b396c3cd82f","name":"OSTIM SA","category":"vehicle_parts_store","address":"Av. Nicolás Arriola 1764","sources":["meta","overture"],"providers":2,"confidence":0.945,"website":true,"phone":true,"michelin":false,"score":2.159,"percentile":81.58,"photo":null,"transit":{"qid":"Q6042096","name":"Nicolás Arriola Station","mode":"metro","distanceM":577}},{"rank":9,"place_id":"gers:48a6122f-c2b5-43ba-abd3-3298fd262463","name":"Hyundai Autocam Surquillo","category":"vehicle_parts_store","address":"Av. República de Panamá 4077","sources":["meta","overture"],"providers":2,"confidence":0.944,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":78.95,"photo":null,"transit":null},{"rank":10,"place_id":"gers:fe047f48-15db-4169-b6d1-7b458c818981","name":"Ravenol Peru","category":"vehicle_parts_store","address":"Av Andrés A Cáceres 605","sources":["meta","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":2.116,"percentile":76.32,"photo":null,"transit":{"qid":"Q125861267","name":"Panamá","mode":"metro","distanceM":780}}]}