{"city":{"slug":"soweto-za","name":"Soweto","country":"ZA","country_name":"South Africa"},"category":{"key":"bed_and_breakfast","label":"Bed and Breakfast","phrase":"bed and breakfasts","family":"lodging"},"candidates":14,"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.","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:bd77f399-a47e-493e-b29c-0872bd043f49","name":"The Signature Venue","category":"bed_and_breakfast","address":"6 Diagonal St","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.2,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1d88efb4-9084-4a46-8d1e-6641ab3f6c8b","name":"Random Harvest Country Cottages","category":"bed_and_breakfast","address":"Plot 57, Kontiki road.","sources":["microsoft","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":92.31,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d4df2719-b827-4b2f-9c1b-4c5bc6389197","name":"Country Park Guest House, Johannesburg, Muldersdrift","category":"bed_and_breakfast","address":"Incolae road Muldersdrift","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.143,"percentile":84.62,"photo":null,"transit":null},{"rank":4,"place_id":"gers:3b9ab389-7b08-4aaf-b249-2b0ca5ebae72","name":"Vhavenda Hills Bed & Breakfast","category":"bed_and_breakfast","address":"00750 Mampuru St","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.064,"percentile":76.92,"photo":null,"transit":{"qid":"Q124425226","name":"Orlando","mode":"rail","distanceM":708}},{"rank":5,"place_id":"gers:7bf90574-d333-4d5f-ad2a-7e3f6fc8a3ab","name":"Homestay Travel Guest House","category":"bed_and_breakfast","address":"781 Cascades Rd","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.055,"percentile":69.23,"photo":null,"transit":null},{"rank":6,"place_id":"gers:275e48ae-40b4-4e43-bbae-6954d5a0e013","name":"A Night at the Museum Guesthouse","category":"bed_and_breakfast","address":"25 Jubilee Road","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.047,"percentile":61.54,"photo":null,"transit":null},{"rank":7,"place_id":"gers:f02239fb-0afc-468f-a32c-e1994f454f43","name":"At The View B&B","category":"bed_and_breakfast","address":"39 Topaz Ave","sources":["meta","overture"],"providers":2,"confidence":0.967,"website":true,"phone":true,"michelin":false,"score":2.031,"percentile":53.85,"photo":null,"transit":null},{"rank":8,"place_id":"gers:1dcd998d-7119-4941-9301-7d5ef91f9281","name":"Pimville Guest House","category":"bed_and_breakfast","address":"5800/4, 4 Moka St","sources":["meta","overture"],"providers":2,"confidence":0.963,"website":true,"phone":true,"michelin":false,"score":1.998,"percentile":46.15,"photo":null,"transit":null},{"rank":9,"place_id":"gers:597f6dac-725d-4ab0-9a29-9c14419fca3d","name":"Ruimsig Golf View Manor and Conference Centre","category":"bed_and_breakfast","address":"500 Hole-In-One Ave","sources":["meta","overture"],"providers":2,"confidence":0.945,"website":true,"phone":true,"michelin":false,"score":1.868,"percentile":38.46,"photo":null,"transit":null},{"rank":10,"place_id":"gers:0667f78a-2d79-4e30-bd53-8af622895da4","name":"Modjadji House","category":"bed_and_breakfast","address":"23 Oosthuizen Dr","sources":["meta","overture"],"providers":2,"confidence":0.942,"website":true,"phone":true,"michelin":false,"score":1.844,"percentile":30.77,"photo":null,"transit":null}]}