{"city":{"slug":"santiago-de-los-caballeros-do","name":"Santiago de los Caballeros","country":"DO","country_name":"Dominican Republic"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":25,"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.","generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:d750ad69-7fa5-4655-840c-fe46e2083e64","name":"El Yaque Motors","category":"automotive_service","address":"Avenida 27 de Febrero 23","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.437,"percentile":100,"photo":null},{"rank":2,"place_id":"gers:b20a90b6-8269-458a-823f-fb6e57ad6362","name":"Centro De Gomas Brito Srl","category":"automotive_service","address":"Espaillat","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.423,"percentile":95.83,"photo":null},{"rank":3,"place_id":"gers:d2fe9e70-ec0e-45d7-af2e-3f65f0fe2320","name":"Auto Pintura Robles","category":"automotive_service","address":"Autopista Duarte Km 10","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.411,"percentile":91.67,"photo":null},{"rank":4,"place_id":"gers:e2062839-ba82-45ca-9c39-9c9c70ee01d9","name":"Villa Lubri","category":"automotive_service","address":"C. Paseo de los Periodistas","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.404,"percentile":87.5,"photo":null},{"rank":5,"place_id":"gers:8bdf3a73-95f4-4e2c-ac33-893c7281efbb","name":"Servicentro P&M","category":"automotive_service","address":"","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.323,"percentile":83.33,"photo":null},{"rank":6,"place_id":"gers:1675f879-6ea0-402b-ae37-54e94d2f1fe1","name":"Importadora D&O","category":"automotive_service","address":"Av. Circunvalación 45","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.231,"percentile":79.17,"photo":null},{"rank":7,"place_id":"gers:8da05fcc-d572-449f-9bd8-3c84dd5e4d34","name":"De León Gomas","category":"automotive_service","address":"Av. Bartolomé Colón #36","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.185,"percentile":75,"photo":null},{"rank":8,"place_id":"gers:4f96bf33-2e7a-4f85-a042-76b269515459","name":"Importadora Webster","category":"automotive_service","address":"Av. Antonio Guzman No. 20 Reparto Peralta, Santiago, R.D","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.172,"percentile":70.83,"photo":null},{"rank":9,"place_id":"gers:21676b06-ec1a-48a5-becd-f8ecff087e3f","name":"Manuel Arsenio Urena","category":"automotive_service","address":"Av. Bartolomé Colón &","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":66.67,"photo":null},{"rank":10,"place_id":"gers:80f8c8b7-be0b-41d3-abbc-c5349d2907d5","name":"Auto Mecánica Contín","category":"automotive_service","address":"C. Jiménez Vidal 4","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":2.079,"percentile":62.5,"photo":null}]}