{"city":{"slug":"houston-us","name":"Houston","country":"US","country_name":"United States"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":919,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"id":"foursquare","name":"Foursquare Open Source Places","licence":"Apache-2.0"},{"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:95aa949b-a25d-41f7-9702-9a9f11938f47","name":"Don Bigotes Tacos al Carbon","category":"fast_food_restaurant","address":"24900 Kuykendahl Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.832,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:bd5f1dcd-4bcc-4b4b-b333-084e21d5012a","name":"Pok Pok Po","category":"fast_food_restaurant","address":"3201 Louisiana St","sources":["foursquare","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.89,"photo":null,"transit":null},{"rank":3,"place_id":"gers:f057e6c4-53ed-4dbb-92c1-72b22853b7f3","name":"Timmy Chan's North","category":"fast_food_restaurant","address":"3006 Gears Rd","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.78,"photo":null,"transit":null},{"rank":4,"place_id":"gers:762c8094-ec65-4a14-914f-5ba21f52759e","name":"Pasteko USA","category":"fast_food_restaurant","address":"17005 Tomball Pkwy #100","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.67,"photo":null,"transit":null},{"rank":5,"place_id":"gers:8ff57ef3-b23f-4f46-8ba0-89fb027a6569","name":"Rice's Fried Chicken and Seafood","category":"fast_food_restaurant","address":"1612 Broadway St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.56,"photo":null,"transit":null},{"rank":6,"place_id":"gers:cfee4d47-9c15-45c5-881b-5d14693ac68e","name":"Le's Fast Food","category":"fast_food_restaurant","address":"8617 Mesa Dr","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.46,"photo":null,"transit":null},{"rank":7,"place_id":"gers:9e9b7af0-8dcb-410d-a879-50c077898036","name":"Calibomb-Nia","category":"fast_food_restaurant","address":"17446 Kuykendahl Rd","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.35,"photo":null,"transit":null},{"rank":8,"place_id":"gers:93dae569-f268-4a3b-9581-b4b51bcdc833","name":"Elotex","category":"fast_food_restaurant","address":"401 Franklin St","sources":["brightquery","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.775,"percentile":99.24,"photo":null,"transit":{"qid":"Q9294212","name":"Houston station","mode":"rail","distanceM":339}},{"rank":9,"place_id":"gers:162ad51e-fd43-441f-8a4b-65e30245de4d","name":"Layne's Chicken Fingers- Houston","category":"fast_food_restaurant","address":"132 E Airtex Dr","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.754,"percentile":99.13,"photo":null,"transit":null},{"rank":10,"place_id":"gers:9a9713ae-db7a-47c1-beba-4c72fb070c6f","name":"Jose's Roasted Corn","category":"fast_food_restaurant","address":"12914 Willow Chase Dr","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.729,"percentile":99.02,"photo":null,"transit":null}]}