{"city":{"slug":"santiago-cl","name":"Santiago","country":"CL","country_name":"Chile"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":316,"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:745bfc3e-ff0d-483f-97e3-7ed4438948dc","name":"Mestiere","category":"coffee_shop","address":"Av Vitacura 9013","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.413,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:4d252d1e-6e64-4a09-96bc-49a4fea348e8","name":"Café Bovary","category":"coffee_shop","address":"Julio Prado 1242","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.412,"percentile":99.68,"photo":null,"transit":null},{"rank":3,"place_id":"gers:ba664153-3090-439c-a858-61984e7a5221","name":"Club Colombia Café & Tostaduría","category":"coffee_shop","address":"Manuel Montt 273","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.409,"percentile":99.37,"photo":null,"transit":{"qid":"Q6752749","name":"Manuel Montt","mode":"metro","distanceM":301}},{"rank":4,"place_id":"gers:e9907f2a-a9af-4cb1-8331-ef2fef50e250","name":"Café Forestal","category":"coffee_shop","address":"Ismael Valdés Vergara 490","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.409,"percentile":99.05,"photo":null,"transit":{"qid":"Q4883519","name":"Bellas Artes","mode":"metro","distanceM":101}},{"rank":5,"place_id":"gers:7c87e676-816a-45cd-b580-a0b594400a00","name":"Wonderland Café","category":"coffee_shop","address":"Rosal 361","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.409,"percentile":98.73,"photo":null,"transit":{"qid":"Q4883519","name":"Bellas Artes","mode":"metro","distanceM":275}},{"rank":6,"place_id":"gers:2e0b0315-4f26-49c9-a5fb-3394b2b0b771","name":"Trufa Cafetería - Cafetería en Ñuñoa","category":"coffee_shop","address":"Av. Simón Bolívar 4744","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.409,"percentile":98.41,"photo":null,"transit":{"qid":"Q5805018","name":"Villa Frei","mode":"metro","distanceM":708}},{"rank":7,"place_id":"gers:0045a9a8-d079-4d68-8d09-9579a4b65260","name":"Original Green Roasters","category":"coffee_shop","address":"Rancagua 040","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":98.1,"photo":null,"transit":{"qid":"Q7139629","name":"Parque Bustamante","mode":"metro","distanceM":200}},{"rank":8,"place_id":"gers:1644e467-186f-4295-be4a-66e22fa20614","name":"Cafetería MOBSSIE","category":"coffee_shop","address":"Sta. Filomena 284","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.407,"percentile":97.78,"photo":null,"transit":{"qid":"Q7148151","name":"Patronato","mode":"metro","distanceM":386}},{"rank":9,"place_id":"gers:7d9bf2f9-7335-4b69-8a11-a270894b3ceb","name":"Faustina","category":"coffee_shop","address":"Avenida Andrés Bello 2177","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.407,"percentile":97.46,"photo":null,"transit":{"qid":"Q5397450","name":"Los Leones","mode":"metro","distanceM":208}},{"rank":10,"place_id":"gers:bbe8a9ea-e2dd-4890-aaf5-190c7ad4f5cb","name":"Bombón Oriental","category":"coffee_shop","address":"Merced 345","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.405,"percentile":97.14,"photo":null,"transit":{"qid":"Q4883519","name":"Bellas Artes","mode":"metro","distanceM":227}}]}