{"city":{"slug":"munich-de","name":"Munich","country":"DE","country_name":"Germany"},"category":{"key":"office_supply_store","label":"Office Supply Store","phrase":"office supply shops","family":"shopping"},"candidates":35,"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:d027d73e-3b0b-4f29-9aa8-394f9503a79b","name":"Scheibner Bürobedarf","category":"office_supply_store","address":"Nymphenburger Str. 190","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.206,"percentile":100,"photo":null,"transit":{"qid":"Q479776","name":"Rotkreuzplatz","mode":"metro","distanceM":246}},{"rank":2,"place_id":"gers:d00c83da-f746-46eb-8ddb-9b9ecce8a210","name":"Schreibwaren Müller","category":"office_supply_store","address":"Tegernseer Landstraße 19","sources":["brightquery","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.198,"percentile":97.06,"photo":null,"transit":{"qid":"Q439000","name":"Silberhornstraße","mode":"metro","distanceM":414}},{"rank":3,"place_id":"gers:d2b0fa20-658f-4299-8277-360cb87305eb","name":"Probst Office Furniture GmbH","category":"office_supply_store","address":"Maria-Probst-Straße 21-23","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":94.12,"photo":null,"transit":{"qid":"Q114016132","name":"München-Freimann station","mode":"rail","distanceM":616}},{"rank":4,"place_id":"gers:2b0eb1e5-ba0f-4304-99a4-6ee06c960b58","name":"Muckenthaler Ergonomie","category":"office_supply_store","address":"Pacellistr. 5","sources":["microsoft","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":91.18,"photo":null,"transit":{"qid":"Q26462698","name":"Karlsplatz (Stachus)","mode":"metro","distanceM":327}},{"rank":5,"place_id":"gers:a3c92f5d-6bec-44f4-bf1e-0211185d8582","name":"Carta Pura","category":"office_supply_store","address":"Schellingstraße 71","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.182,"percentile":88.24,"photo":null,"transit":{"qid":"Q823113","name":"Theresienstraße","mode":"metro","distanceM":513}},{"rank":6,"place_id":"gers:ff7303af-7b09-4c74-80f9-aeac9c82c45e","name":"ASSMANN BÜROMÖBEL GmbH & Co. KG","category":"office_supply_store","address":"Erika-Mann-Str. 17","sources":["microsoft","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.154,"percentile":85.29,"photo":null,"transit":{"qid":"Q132891442","name":"München Hackerbrücke - Wende","mode":"rail","distanceM":146}},{"rank":7,"place_id":"gers:02a2ea6c-25d4-46a0-9b6c-f2ba41d2e13e","name":"Uni Schreibwaren Und Künstlerbedarf","category":"office_supply_store","address":"Adalbertstraße 21","sources":["brightquery","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.128,"percentile":82.35,"photo":null,"transit":{"qid":"Q325405","name":"Universität","mode":"metro","distanceM":343}},{"rank":8,"place_id":"gers:bc013a73-5ba8-41c0-9a5e-65c64f6ea48e","name":"Bogenhauser Schreibwaren - Schreibwarengeschäft München","category":"office_supply_store","address":"Ismaninger Str. 77","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.119,"percentile":79.41,"photo":null,"transit":null},{"rank":9,"place_id":"gers:7ef7ded8-ce96-46d4-8acf-8e035c460ad5","name":"Peter Kambli GmbH","category":"office_supply_store","address":"Schloßstraße 14B","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.093,"percentile":76.47,"photo":null,"transit":null},{"rank":10,"place_id":"gers:8464b5f6-e2f7-4a9a-ae01-ad23a519a138","name":"Papier-Stein","category":"office_supply_store","address":"Landsberger Straße 212","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.093,"percentile":73.53,"photo":null,"transit":{"qid":"Q6950531","name":"München Hirschgarten station","mode":"rail","distanceM":310}}]}