{"city":{"slug":"madrid-es","name":"Madrid","country":"ES","country_name":"Spain"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":37,"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:92ea3d0d-aada-4a23-95b3-8ce6ac63a9a8","name":"Recambios Victor","category":"vehicle_parts_store","address":"Calle del Trigo, 33","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.19,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:43479b69-e944-42c4-9411-89a1683b4e34","name":"Repuestos y Accesorios Cano BMW y Mini","category":"vehicle_parts_store","address":"Calle de Monederos, 13","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.186,"percentile":97.22,"photo":null,"transit":{"qid":"Q643209","name":"Usera","mode":"metro","distanceM":463}},{"rank":3,"place_id":"gers:53bb5b28-3194-4158-89fb-8715953192e5","name":"Repuestos Quintana","category":"vehicle_parts_store","address":"Calle de José María Pereda, 4","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.186,"percentile":94.44,"photo":null,"transit":{"qid":"Q2480845","name":"Quintana","mode":"metro","distanceM":156}},{"rank":4,"place_id":"gers:d4bc4a04-5a68-4ec9-b7e9-9b17d8606c42","name":"Autorecambios Madrid Sur","category":"vehicle_parts_store","address":"con, Calle Gran Avenida,1, C. del Camino Viejo de Villaverde, 7","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.182,"percentile":91.67,"photo":null,"transit":{"qid":"Q5846837","name":"Orcasitas train station","mode":"rail","distanceM":601}},{"rank":5,"place_id":"gers:d6c7b7a7-d818-48c7-9e2b-f29e83714a5a","name":"Lucauto","category":"vehicle_parts_store","address":"C. de Servando Batanero, 19-21","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.172,"percentile":88.89,"photo":null,"transit":{"qid":"Q1766021","name":"La Elipa","mode":"metro","distanceM":280}},{"rank":6,"place_id":"gers:9339052d-5347-4f6d-b3c0-282ffe53a3ae","name":"Auto Parts Pampanas","category":"vehicle_parts_store","address":"C. de Embajadores, 127","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.164,"percentile":86.11,"photo":null,"transit":{"qid":"Q3306947","name":"Delicias","mode":"metro","distanceM":253}},{"rank":7,"place_id":"gers:663b6463-ad67-4ca1-b831-561828bc3afc","name":"Motostion","category":"vehicle_parts_store","address":"Calle Matilde Hernández, 10","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.158,"percentile":83.33,"photo":null,"transit":{"qid":"Q2057416","name":"Oporto","mode":"metro","distanceM":476}},{"rank":8,"place_id":"gers:e28c28b6-60b5-4b0a-9493-cd736a80a029","name":"Aceitepatumotor.com","category":"vehicle_parts_store","address":"Calle Ricardo Ortiz, 46","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.15,"percentile":80.56,"photo":null,"transit":{"qid":"Q2480869","name":"El Carmen","mode":"metro","distanceM":671}},{"rank":9,"place_id":"gers:6e75809d-8486-40ff-8659-c43b424fc260","name":"Iguana Custom Madrid","category":"vehicle_parts_store","address":"Pl. Mariana Pineda, 1","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.125,"percentile":77.78,"photo":null,"transit":{"qid":"Q2479031","name":"Portazgo","mode":"metro","distanceM":231}},{"rank":10,"place_id":"gers:e518ce9d-c59d-48b1-ad43-5681f3fa173d","name":"Moto Recambios Europa","category":"vehicle_parts_store","address":"Calle de Pilar de Zaragoza, 64","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.119,"percentile":75,"photo":null,"transit":{"qid":"Q2055658","name":"Diego de León","mode":"metro","distanceM":286}}]}