{"city":{"slug":"sofia-bg","name":"Sofia","country":"BG","country_name":"Bulgaria"},"category":{"key":"convenience_store","label":"Convenience Store","phrase":"convenience stores","family":"shopping"},"candidates":16,"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":"microsoft","name":"Microsoft","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:c2e5ac7f-80a6-48ef-a75c-812b0a4153e1","name":"Магазин Багдад","category":"convenience_store","address":"Улица Цар Симеон 100","sources":["meta","overture"],"providers":2,"confidence":0.967,"website":true,"phone":true,"michelin":false,"score":2.385,"percentile":100},{"rank":2,"place_id":"gers:009365ab-3525-4756-b446-da63b747eeb2","name":"Магазинчето при Люси и Росен","category":"convenience_store","address":"ul. Lyuben Karavelov 81","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.177,"percentile":93.33},{"rank":3,"place_id":"gers:0bfe605d-4691-47ad-80e9-9e4ef96b69d5","name":"Магазин Съседите","category":"convenience_store","address":"Улица Флора 68","sources":["meta","overture"],"providers":2,"confidence":0.935,"website":true,"phone":true,"michelin":false,"score":2.128,"percentile":86.67},{"rank":4,"place_id":"gers:b8474bf7-4830-4f79-a0e3-37627abb36aa","name":"Vertex Bulgaria","category":"convenience_store","address":"Булевард Рожен 25Б","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":2.001,"percentile":80},{"rank":5,"place_id":"gers:32f0d047-9165-48c9-8121-40019e04e9e9","name":"Фантаcтико","category":"convenience_store","address":"Boulevard Shipchenski Prohod 46","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":1.895,"percentile":73.33},{"rank":6,"place_id":"gers:898c0e45-3923-41fc-95b4-185901fc2a17","name":"Млекарница БалканЪ","category":"convenience_store","address":"bul. Dragan Tsankov 59-63, вх.Ж","sources":["meta","overture"],"providers":2,"confidence":0.935,"website":false,"phone":true,"michelin":false,"score":1.877,"percentile":66.67},{"rank":7,"place_id":"gers:eb969e96-5697-4dbd-9fb1-b52e1b82807e","name":"Фантаcтико","category":"convenience_store","address":"улица „св. Никола Нови“ 14, ж.к. Надежда 2","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":1.867,"percentile":60},{"rank":8,"place_id":"gers:7e199f21-5f89-4527-b6e1-65c72061f3f3","name":"Oleoteca Urbana","category":"convenience_store","address":"ul. Han Krum 4Б","sources":["meta","overture"],"providers":2,"confidence":0.922,"website":false,"phone":true,"michelin":false,"score":1.778,"percentile":53.33},{"rank":9,"place_id":"gers:261b609d-d02b-4216-a04a-37f65009c8ac","name":"Березка","category":"convenience_store","address":"ul. Frederic Joliot-Curie 87","sources":["meta","overture"],"providers":2,"confidence":0.959,"website":false,"phone":true,"michelin":false,"score":1.706,"percentile":46.67},{"rank":10,"place_id":"gers:a3e87d14-fcdc-4fa3-99d8-2689f3d1ebc8","name":"Фантастико Бул. Витоша","category":"convenience_store","address":null,"sources":["meta","overture"],"providers":2,"confidence":0.97,"website":false,"phone":false,"michelin":false,"score":1.669,"percentile":40}]}