{"city":{"slug":"chicago-us","name":"Chicago","country":"US","country_name":"United States"},"category":{"key":"fast_food_restaurant","label":"Fast Food Restaurant","phrase":"fast food restaurants","family":"food_and_drink"},"candidates":989,"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":"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:4e6e6668-a87e-4cf1-9817-69e807e600c4","name":"Poor Dog Inc","category":"fast_food_restaurant","address":"4047 W 115th St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.522,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:95d24d6a-ceb7-4322-8718-523c3f211c25","name":"Poochie's","category":"fast_food_restaurant","address":"3602 Dempster St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.522,"percentile":99.9,"photo":null,"transit":null},{"rank":3,"place_id":"gers:517db391-4fa4-41ca-83af-a139c9ddf6b3","name":"The Original Nicky's","category":"fast_food_restaurant","address":"5801 S Kedzie Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.52,"percentile":99.8,"photo":null,"transit":null},{"rank":4,"place_id":"gers:737b13c6-176a-4764-b73a-51384435086e","name":"Sharks Fish & Chiken","category":"fast_food_restaurant","address":"678 W Lincoln Hwy Unit 1","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.514,"percentile":99.7,"photo":null,"transit":null},{"rank":5,"place_id":"gers:58d9a64c-44e7-4428-95fc-ee7c12b9cd1f","name":"Just Shrimp","category":"fast_food_restaurant","address":"15940 S Harlem Ave","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.511,"percentile":99.6,"photo":null,"transit":null},{"rank":6,"place_id":"gers:513db29a-77a3-4592-9ebe-3b0b90797842","name":"Harold's Corporate","category":"fast_food_restaurant","address":"18044 S Halsted St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.506,"percentile":99.49,"photo":null,"transit":null},{"rank":7,"place_id":"gers:dcfc2216-84a0-4b7f-b900-910c91d75469","name":"Jj & Atomic Sub","category":"fast_food_restaurant","address":"6458 S Cottage Grove Ave","sources":["brightquery","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.5,"percentile":99.39,"photo":null,"transit":{"qid":"Q2998600","name":"Cottage Grove","mode":"metro","distanceM":378}},{"rank":8,"place_id":"gers:d5acecc4-dffc-4bfa-8407-769630c08c69","name":"Friistyle Chicago","category":"fast_food_restaurant","address":"5059 S Prairie Ave","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.5,"percentile":99.29,"photo":null,"transit":{"qid":"Q2817438","name":"51st","mode":"metro","distanceM":69}},{"rank":9,"place_id":"gers:aa23c54e-27d3-4a22-8a99-c9f9abce2c21","name":"Art's Drive In","category":"fast_food_restaurant","address":"1333 W North Ave","sources":["brightquery","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.498,"percentile":99.19,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a124852e-8fb4-4d63-8dfc-9eb8b2170739","name":"Buffalo Sam's","category":"fast_food_restaurant","address":"508 S Kostner Ave","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.472,"percentile":99.09,"photo":null,"transit":{"qid":"Q3199119","name":"Kostner","mode":"metro","distanceM":76}}]}