{"city":{"slug":"chicago-us","name":"Chicago","country":"US","country_name":"United States"},"category":{"key":"food_and_drink","label":"Food and Drink","phrase":"food and drink","family":"food_and_drink"},"candidates":17,"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:d5368d1b-18da-41f2-978b-407647e4ec5e","name":"R City Kitchen","category":"food_and_drink","address":"841 W 103rd St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.505,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:96ebc8b4-d964-4d51-9a78-71e4cd81c31d","name":"Hershey Co","category":"food_and_drink","address":"1401 W Main St","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.274,"percentile":93.75,"photo":null,"transit":null},{"rank":3,"place_id":"gers:43a27a5a-165e-41e9-be16-044be996021e","name":"Sh Bell Co","category":"food_and_drink","address":"10218 S Avenue O","sources":["meta","overture"],"providers":2,"confidence":0.938,"website":true,"phone":true,"michelin":false,"score":2.143,"percentile":87.5,"photo":null,"transit":null},{"rank":4,"place_id":"gers:2521181c-8103-4a5e-8b20-7d10af1774d4","name":"J. D. Mullen Company","category":"food_and_drink","address":"211 S Main St","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":2.015,"percentile":81.25,"photo":null,"transit":null},{"rank":5,"place_id":"gers:5c8a389c-e0ff-4340-864b-5ddf060d7399","name":"CWS Company","category":"food_and_drink","address":"1507 E 53rd St Ste 806","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":2.015,"percentile":75,"photo":null,"transit":{"qid":"Q5953615","name":"51st–53rd Street (Hyde Park)","mode":"rail","distanceM":213}},{"rank":6,"place_id":"gers:0a18e2c1-9932-4a1e-86f3-e2fd04c9c50b","name":"Taco Maya - River North","category":"food_and_drink","address":"22 W Ontario St","sources":["brightquery","overture"],"providers":2,"confidence":0.919,"website":true,"phone":true,"michelin":false,"score":2.013,"percentile":68.75,"photo":null,"transit":{"qid":"Q3113492","name":"Grand","mode":"metro","distanceM":213}},{"rank":7,"place_id":"gers:9593167c-21fc-4394-95d1-13da4f97f926","name":"Steelite","category":"food_and_drink","address":"1052 W Fulton Market","sources":["meta","overture"],"providers":2,"confidence":0.918,"website":true,"phone":true,"michelin":false,"score":2.003,"percentile":62.5,"photo":null,"transit":{"qid":"Q3323961","name":"Morgan","mode":"metro","distanceM":227}},{"rank":8,"place_id":"gers:16d7d150-862c-44e8-9ae9-fbabb299b01b","name":"Unilever Factory","category":"food_and_drink","address":"2816 S Kilbourn Ave","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":1.995,"percentile":56.25,"photo":null,"transit":null},{"rank":9,"place_id":"gers:4579c52f-97ca-45e8-a935-3c356acd871d","name":"Pepsi Cola","category":"food_and_drink","address":"1400 W 35th St","sources":["meta","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":1.98,"percentile":50,"photo":null,"transit":null},{"rank":10,"place_id":"gers:001c9d61-bf4d-45b5-b08b-176f97662bf6","name":"909 North","category":"food_and_drink","address":"909 N Michigan Ave","sources":["brightquery","overture"],"providers":2,"confidence":0.988,"website":false,"phone":true,"michelin":false,"score":1.942,"percentile":43.75,"photo":null,"transit":{"qid":"Q2963284","name":"Chicago","mode":"metro","distanceM":501}}]}