{"city":{"slug":"monterrey-mx","name":"Monterrey","country":"MX","country_name":"Mexico"},"category":{"key":"dental_clinic","label":"Dental Clinic","phrase":"dental clinics","family":"health_care"},"candidates":320,"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:9006a88a-fe3f-4608-a2b6-c22a6e1d6751","name":"PRODONSA","category":"dental_clinic","address":"Celaya 105","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.565,"percentile":100,"photo":null,"transit":{"qid":"Q5908309","name":"Hospital","mode":"rail","distanceM":219}},{"rank":2,"place_id":"gers:6c2051a0-20b7-4e77-85c7-ccb67594f04c","name":"dental ari","category":"dental_clinic","address":"Av. Corregidora 324-NORTE, entre LAS CALLES REFORMA Y LIBERTAD","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.555,"percentile":99.69,"photo":null,"transit":null},{"rank":3,"place_id":"gers:01135c42-c08f-4636-86fc-8b861e1f148b","name":"Health and Wellness Dental Center","category":"dental_clinic","address":"Río Manzanares 415","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.552,"percentile":99.37,"photo":null,"transit":null},{"rank":4,"place_id":"gers:fcd8eb0f-7bdd-4964-9125-74f3adf4bb7f","name":"Dr. Roberto Carrillo y Asociados","category":"dental_clinic","address":"Av. Manuel Gómez Morín #309 Col","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.544,"percentile":99.06,"photo":null,"transit":null},{"rank":5,"place_id":"gers:d7e61a0d-c0bc-4dec-942c-90e8f50f4cc2","name":"Ortopedia Monterrey","category":"dental_clinic","address":"Privada América 1343","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.528,"percentile":98.75,"photo":null,"transit":null},{"rank":6,"place_id":"gers:7c260ad3-37e3-473f-b939-96fff59e3195","name":"Dental Klinik Especialistas","category":"dental_clinic","address":"Plaza Punto Lomas, Lomas del Valle 430","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.522,"percentile":98.43,"photo":null,"transit":null},{"rank":7,"place_id":"gers:e39dec0a-1254-4a11-b575-472a14e68a7e","name":"Dr. Luis Paolillo Kid's Dental Ortodoncia","category":"dental_clinic","address":"Terranova 702-A","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.512,"percentile":98.12,"photo":null,"transit":null},{"rank":8,"place_id":"gers:d1f237af-dde6-44dc-9582-d2462bd43bc0","name":"Zambrano Odontólogos","category":"dental_clinic","address":"Vía Latina 109","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.465,"percentile":97.81,"photo":null,"transit":null},{"rank":9,"place_id":"gers:7e80c31c-8334-4ca9-9417-d0a82e22044a","name":"Clinica Dental Primavera","category":"dental_clinic","address":"Av. De la Primavera 903","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.464,"percentile":97.49,"photo":null,"transit":null},{"rank":10,"place_id":"gers:58a2ee6e-ebb1-4971-b7c7-8b51d9eecca1","name":"Fazioni","category":"dental_clinic","address":"Av Lázaro Cárdenas 2400-piso 4 Local D2","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.462,"percentile":97.18,"photo":null,"transit":null}]}