{"city":{"slug":"monterrey-mx","name":"Monterrey","country":"MX","country_name":"Mexico"},"category":{"key":"gas_station","label":"Gas Station","phrase":"gas stations","family":"travel_and_transportation"},"candidates":63,"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:b4f97111-8682-4960-a960-ba00bc86a359","name":"Gas Ideal","category":"gas_station","address":"Av. 2 de Octubre 100","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.543,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:e3bfe744-cc82-480c-98ca-a073457a59a3","name":"Gas Económico Guadalupe","category":"gas_station","address":"Av. Maestro Israel Cavazos Garza, Av. Mexico 155","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.529,"percentile":98.39,"photo":null,"transit":null},{"rank":3,"place_id":"gers:8947ed9b-7d19-4dee-8a83-8cef18562926","name":"Gasolinera Solidaridad","category":"gas_station","address":"Av. de los Astros 810","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.469,"percentile":96.77,"photo":null,"transit":null},{"rank":4,"place_id":"gers:28ce0b57-a7c9-4342-9530-44a3fe19f2e3","name":"Gas Económico Reynosa","category":"gas_station","address":"Priv. Reynosa 8603","sources":["meta","overture"],"providers":2,"confidence":0.967,"website":true,"phone":true,"michelin":false,"score":2.338,"percentile":95.16,"photo":null,"transit":null},{"rank":5,"place_id":"gers:928b2f16-384a-4490-b621-2c0847537390","name":"Gasolineras Oxxo Gas","category":"gas_station","address":"Av Alfonso Reyes","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.207,"percentile":93.55,"photo":null,"transit":{"qid":"Q430129","name":"Cuauhtémoc","mode":"rail","distanceM":391}},{"rank":6,"place_id":"gers:2527bf2d-91e1-488c-bd09-63043d8c28f0","name":"Gasolineras Mobil Orsan","category":"gas_station","address":"Av. Francisco I. Madero 2220","sources":["meta","overture"],"providers":2,"confidence":0.945,"website":true,"phone":true,"michelin":false,"score":2.199,"percentile":91.94,"photo":null,"transit":{"qid":"Q5338357","name":"Edison","mode":"rail","distanceM":110}},{"rank":7,"place_id":"gers:8216e922-237d-4460-99eb-7574df49cea3","name":"Gasolineras Oxxo Gas","category":"gas_station","address":"Carr Nacional 6250","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.197,"percentile":90.32,"photo":null,"transit":null},{"rank":8,"place_id":"gers:f6d3add3-c9f4-420f-834f-8db03bc75b06","name":"Gasolineras Oxxo Gas","category":"gas_station","address":"Avenida Eloy Cavazos 7840","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.17,"percentile":88.71,"photo":null,"transit":null},{"rank":9,"place_id":"gers:7adf85f0-19d2-47a9-a01f-54aebf15c988","name":"Gas Sultana","category":"gas_station","address":"C. Cam. a las Espinas 1000","sources":["meta","overture"],"providers":2,"confidence":0.957,"website":true,"phone":true,"michelin":false,"score":2.163,"percentile":87.1,"photo":null,"transit":null},{"rank":10,"place_id":"gers:09b15d9c-ede3-4f18-b2d7-35cc7ac23b24","name":"Gasolineras ORSAN","category":"gas_station","address":"Avenida Dr Ignacio Morones Prieto Poniente 2300","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.15,"percentile":85.48,"photo":null,"transit":null}]}