{"city":{"slug":"giza-eg","name":"Giza","country":"EG","country_name":"Egypt"},"category":{"key":"food_and_beverage_store","label":"Food and Beverage Store","phrase":"food and drink shops","family":"shopping"},"candidates":27,"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:32c281e1-6a8e-4236-a1de-2f8f4b385f0f","name":"لحوم ابو عفصة","category":"food_and_beverage_store","address":"بجوار فيلا احمد بدير, 161(ب, البوابة الاولي أول, جاردينيا","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f29a9158-4619-47e1-8062-f5b2fea7cfad","name":"Ladurée Grand Egypt Museum","category":"food_and_beverage_store","address":"Grand Egypt Museum, El Remaya square, Giza","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.403,"percentile":96.15,"photo":null,"transit":null},{"rank":3,"place_id":"gers:2e697914-2788-4d22-b59b-c5a1a6a7425c","name":"Beams Market","category":"food_and_beverage_store","address":"بوابة ٢ عمارة ٢٩٠ منطقة د Gate 2, Building no. 290, Zone D","sources":["meta","overture"],"providers":2,"confidence":0.942,"website":true,"phone":true,"michelin":false,"score":2.246,"percentile":92.31,"photo":null,"transit":null},{"rank":4,"place_id":"gers:a8ed3950-e4e1-46be-a60c-c003c19ff6cc","name":"مترو ماركت","category":"food_and_beverage_store","address":"26 ش جامعة الدول العربية","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.24,"percentile":88.46,"photo":null,"transit":{"qid":"Q106678996","name":"Wadi El Nile","mode":"metro","distanceM":470}},{"rank":5,"place_id":"gers:93a0f48e-fa1f-4de0-9901-62b399fdac82","name":"Abu Auf","category":"food_and_beverage_store","address":"43 Syria St, In Front Of Metro Market","sources":["microsoft","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.156,"percentile":84.62,"photo":null,"transit":{"qid":"Q106678997","name":"Gamat El Dowal","mode":"metro","distanceM":430}},{"rank":6,"place_id":"gers:e568e3f9-6c0c-4142-81bf-aaa798622a8e","name":"Abu Auf","category":"food_and_beverage_store","address":"Al Haram St, Carrefour Market","sources":["microsoft","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.147,"percentile":80.77,"photo":null,"transit":null},{"rank":7,"place_id":"gers:1ad0f977-7aa9-4ad1-a5a0-6313110df943","name":"اولاد رجب","category":"food_and_beverage_store","address":"11 ش عيد مصطفى, تقاطع ش فيصل, برج بلازا الطبى, فيصل","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":2.083,"percentile":76.92,"photo":null,"transit":{"qid":"Q10275754","name":"Faisal","mode":"metro","distanceM":625}},{"rank":8,"place_id":"gers:82c51bd8-c984-4c96-9b24-a97576874f3d","name":"Aswaq Abdullah Al Othaim Markets Aden Branch","category":"food_and_beverage_store","address":"8 شارع عدن،","sources":["meta","overture"],"providers":2,"confidence":0.909,"website":true,"phone":true,"michelin":false,"score":2.019,"percentile":73.08,"photo":null,"transit":{"qid":"Q106678997","name":"Gamat El Dowal","mode":"metro","distanceM":691}},{"rank":9,"place_id":"gers:1fd0d1b9-9911-46f9-89a6-b312627f1c7d","name":"Abu Auf","category":"food_and_beverage_store","address":"55 Corniche El Nile St Carrefour Tora, El Asmant","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.001,"percentile":69.23,"photo":null,"transit":{"qid":"Q10276191","name":"Tora El-Asmant","mode":"metro","distanceM":702}},{"rank":10,"place_id":"gers:5791c17a-f246-4bcf-b5b4-aa6c600c606e","name":"Abu Auf","category":"food_and_beverage_store","address":"11 Al Gazaer st, Aswan sq","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.001,"percentile":65.38,"photo":null,"transit":{"qid":"Q106678996","name":"Wadi El Nile","mode":"metro","distanceM":650}}]}