{"city":{"slug":"munich-de","name":"Munich","country":"DE","country_name":"Germany"},"category":{"key":"department_store","label":"Department Store","phrase":"department stores","family":"shopping"},"candidates":30,"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":"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.","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:c69a6496-0bd3-469f-8de9-692561b6c292","name":"GALERIA München Schwabing","category":"department_store","address":"Leopoldstraße 82","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.987,"percentile":100,"photo":null,"transit":{"qid":"Q503383","name":"Münchner Freiheit","mode":"metro","distanceM":46}},{"rank":2,"place_id":"gers:a8ea41eb-a5f7-4bad-a2df-adf5bc2ce193","name":"Vodafone Kaufland, Bukan Cetin","category":"department_store","address":"Danziger Str. 1","sources":["microsoft","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.976,"percentile":96.55,"photo":null,"transit":null},{"rank":3,"place_id":"gers:f00a0c45-ee7f-4432-afac-dcf8946b2da4","name":"Kaufring München","category":"department_store","address":"Orleansplatz 3","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.969,"percentile":93.1,"photo":null,"transit":{"qid":"Q26462991","name":"Ostbahnhof","mode":"metro","distanceM":234}},{"rank":4,"place_id":"gers:d4e86837-917d-4ea8-8c84-47278e5bd56f","name":"Breitengrad","category":"department_store","address":"Schellingstraße 29","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.94,"percentile":89.66,"photo":null,"transit":{"qid":"Q325405","name":"Universität","mode":"metro","distanceM":422}},{"rank":5,"place_id":"gers:1fc38a56-77a2-43be-bb73-bbbb5638eba8","name":"Lebhaft","category":"department_store","address":"Schleißheimer Straße 81","sources":["brightquery","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.931,"percentile":86.21,"photo":null,"transit":{"qid":"Q439114","name":"Josephsplatz","mode":"metro","distanceM":425}},{"rank":6,"place_id":"gers:7a409c1e-b9a6-457e-aa61-1d164d1c4580","name":"GALERIA München Stachus","category":"department_store","address":"Karlspl. 21-24","sources":["microsoft","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.91,"percentile":82.76,"photo":null,"transit":{"qid":"Q315629","name":"München Karlsplatz station","mode":"rail","distanceM":81}},{"rank":7,"place_id":"gers:0522b5bf-41c0-40cd-b95e-9202291566a1","name":"Manufactum Warenhaus","category":"department_store","address":"Dienerstraße 12","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.853,"percentile":79.31,"photo":null,"transit":{"qid":"Q26462605","name":"Marienplatz metro station","mode":"metro","distanceM":137}},{"rank":8,"place_id":"gers:d8f28aa0-fbae-44d1-81aa-420e2199999b","name":"Falkenberg Department Store & Interior Design","category":"department_store","address":"Franz-Joseph-Straße 21","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.795,"percentile":75.86,"photo":null,"transit":{"qid":"Q438863","name":"Giselastraße","mode":"metro","distanceM":299}},{"rank":9,"place_id":"gers:7a6480dd-7a4a-43c7-b477-acaf4c8b2e25","name":"GALERIA","category":"department_store","address":"Pelkovenstraße 155","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.727,"percentile":72.41,"photo":null,"transit":{"qid":"Q572749","name":"Olympia-Einkaufszentrum","mode":"metro","distanceM":207}},{"rank":10,"place_id":"gers:bdb3f4dd-be6e-4c63-8bd8-8849ed92d8ea","name":"Ysl Store","category":"department_store","address":"Maximilianstraße 20","sources":["meta","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.633,"percentile":68.97,"photo":null,"transit":{"qid":"Q801221","name":"München Isartor station","mode":"rail","distanceM":408}}]}