{"city":{"slug":"sofia-bg","name":"Sofia","country":"BG","country_name":"Bulgaria"},"category":{"key":"bar","label":"Bar","phrase":"bars","family":"food_and_drink"},"candidates":321,"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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:c737cefe-3add-4985-be7c-b0a3c91515ad","name":"The Scene Rooftop Bar and Terrace","category":"bar","address":"Vasil Levski Sq","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.397,"percentile":100},{"rank":2,"place_id":"gers:09f148f4-95c3-4529-8164-3767b8b3f8d6","name":"Ozone Skybar and Lounge","category":"bar","address":"Vitosha Blvd 89b","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.396,"percentile":99.69},{"rank":3,"place_id":"gers:ff3f2a0b-dc30-4ef2-a8d1-787fd737454c","name":"Пивотека","category":"bar","address":"Улица Любен Каравелов 53","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.394,"percentile":99.38},{"rank":4,"place_id":"gers:ef79697e-c6e6-4d23-9d55-9e58d43ec8cd","name":"Bar Local","category":"bar","address":"6th September St 38","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.382,"percentile":99.06},{"rank":5,"place_id":"gers:2e6c8b51-51fb-4e99-b933-7cf9fffc07fd","name":"Club 1857","category":"bar","address":"San Stefano St 22","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.381,"percentile":98.75},{"rank":6,"place_id":"gers:39ae4888-bba9-44fc-a679-2d313ad41143","name":"Bar Road 66","category":"bar","address":"Pozitano St 15","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.38,"percentile":98.44},{"rank":7,"place_id":"gers:57670340-1c13-4f77-9865-c94fcbc66810","name":"Barfly Sofia","category":"bar","address":"ulitsa Peotr Vl Alabin 50-A","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.38,"percentile":98.13},{"rank":8,"place_id":"gers:25c92b91-66ed-47e0-b7dd-f2222b811aa9","name":"Sense Rooftop Bar","category":"bar","address":"Tsar Osvoboditel Blvd 16","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.379,"percentile":97.81},{"rank":9,"place_id":"gers:c6942df3-a58a-4954-b730-caf0a1dae571","name":"Ж Jazz Room","category":"bar","address":"Tsar Simeon St 49","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.379,"percentile":97.5},{"rank":10,"place_id":"gers:d2c64d57-6471-474d-ad93-bf17f266a334","name":"Eddie Sicoy Bar","category":"bar","address":"ul. Han Asparuh 37","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.379,"percentile":97.19}]}