{"city":{"slug":"cape-town-za","name":"Cape Town","country":"ZA","country_name":"South Africa"},"category":{"key":"brewery","label":"Brewery","phrase":"breweries","family":"food_and_drink"},"candidates":15,"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.","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:a2397371-3459-4b85-81ab-080e21950a69","name":"Jack Black Brewing Company","category":"brewery","address":"10 Brigid Rd","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.178,"percentile":100,"photo":null,"transit":{"qid":"Q124395581","name":"Southfield","mode":"rail","distanceM":767}},{"rank":2,"place_id":"gers:cdf7eff0-8739-4e46-8a70-d5c480a3bdea","name":"Local Brewery & Co","category":"brewery","address":"35 Sussex St","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.16,"percentile":92.86,"photo":null,"transit":{"qid":"Q8033476","name":"Woodstock railway station","mode":"rail","distanceM":342}},{"rank":3,"place_id":"gers:969c0eb5-726c-4322-a375-f356db2607a9","name":"Old Castle Brewery Building","category":"brewery","address":"6 Beach Rd","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.135,"percentile":85.71,"photo":null,"transit":{"qid":"Q8033476","name":"Woodstock railway station","mode":"rail","distanceM":153}},{"rank":4,"place_id":"gers:f25a3cd5-1b31-4322-8813-56a3e9ba1e57","name":"Newlands Brewery Tours","category":"brewery","address":"3 Main Rd","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.121,"percentile":78.57,"photo":null,"transit":{"qid":"Q15262161","name":"Newlands railway station","mode":"rail","distanceM":266}},{"rank":5,"place_id":"gers:19752302-e00b-455f-a6ea-bcfef186a7c2","name":"Shackleton Brewing Company","category":"brewery","address":"23 Transvaal St","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.09,"percentile":71.43,"photo":null,"transit":{"qid":"Q124401859","name":"Ysterplaat","mode":"rail","distanceM":518}},{"rank":6,"place_id":"gers:d245bee3-6ecc-4e3b-a5c2-82460655276e","name":"Taproom - Obz","category":"brewery","address":"105 Lower Main Rd","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.09,"percentile":64.29,"photo":null,"transit":{"qid":"Q7075475","name":"Observatory railway station","mode":"rail","distanceM":266}},{"rank":7,"place_id":"gers:c19739cf-cb66-4d17-adf9-9dfb89d4523e","name":"Urban Brewing Company","category":"brewery","address":"31 Harbour Rd","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.071,"percentile":57.14,"photo":null,"transit":null},{"rank":8,"place_id":"gers:47253608-bcd1-4360-ba51-4cc8ce97438d","name":"Afro Caribbean Brewing Company","category":"brewery","address":"157 2nd Ave","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.063,"percentile":50,"photo":null,"transit":{"qid":"Q124395265","name":"Kenilworth railway station","mode":"rail","distanceM":146}},{"rank":9,"place_id":"gers:c203ba05-d1fb-4a1e-8b93-70d84a8dfe20","name":"Gallows Hill Brewing Co","category":"brewery","address":"75 Bromwell St","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.033,"percentile":42.86,"photo":null,"transit":null},{"rank":10,"place_id":"gers:0c6b9096-59f7-4d47-91f5-80ac367ba38b","name":"SAB Newlands Brewery","category":"brewery","address":"ERF46604 Boundary Rd","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":1.706,"percentile":35.71,"photo":null,"transit":{"qid":"Q15262161","name":"Newlands railway station","mode":"rail","distanceM":325}}]}