{"city":{"slug":"lahore-pk","name":"Lahore","country":"PK","country_name":"Pakistan"},"category":{"key":"shopping_mall","label":"Shopping Mall","phrase":"shopping malls","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":"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:936db7b7-0b55-44c2-a1b0-a99657d795f1","name":"Vogue Towers Lahore","category":"shopping_mall","address":"15 MM Alam Rd","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.425,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f01819ff-3906-49aa-aca7-0beae455ce56","name":"Fortress Square Mall","category":"shopping_mall","address":"Shahrah-E-Quaid-E-Azam, Mian Mir Bridge, near Fortress Stadium","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.402,"percentile":96.15,"photo":null,"transit":{"qid":"Q18516385","name":"Lahore Cantonment railway station","mode":"rail","distanceM":294}},{"rank":3,"place_id":"gers:d68a5e63-2991-41bb-8be8-b9e9f70a955f","name":"Gulberg Galleria","category":"shopping_mall","address":"18 Main Boulevard Gulberg","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.297,"percentile":92.31,"photo":null,"transit":null},{"rank":4,"place_id":"gers:739bdf98-e0c0-4fb2-b830-02f0a8bdd274","name":"Grand Square Mall, Lahore","category":"shopping_mall","address":"8-E/3, Main Boulevard Gulberg III, Opp. Centre Point Plaza, Lahore, Pakistan","sources":["meta","overture"],"providers":2,"confidence":0.968,"website":true,"phone":true,"michelin":false,"score":2.243,"percentile":88.46,"photo":null,"transit":{"qid":"Q18516385","name":"Lahore Cantonment railway station","mode":"rail","distanceM":295}},{"rank":5,"place_id":"gers:24544edf-9086-44e8-914f-56fce54cc43a","name":"Alif laam meem optics","category":"shopping_mall","address":"21 MAIN Sanda Rd","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.224,"percentile":84.62,"photo":null,"transit":null},{"rank":6,"place_id":"gers:6299ca1d-ddcf-4212-aefc-efdf9b485b95","name":"Xinhua Mall","category":"shopping_mall","address":"24-B/2 Mian Mehmood Ali Kasoori Rd","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.2,"percentile":80.77,"photo":null,"transit":null},{"rank":7,"place_id":"gers:54a09ba9-c344-4ed7-ab78-528b3c59ece0","name":"Mall 1","category":"shopping_mall","address":"94-D Main Blvd Gulberg","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.199,"percentile":76.92,"photo":null,"transit":null},{"rank":8,"place_id":"gers:7fbc1014-8a35-42fe-8869-a3e7bd9d4fe4","name":"Amanah Mall","category":"shopping_mall","address":"Model Town Link Rd","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.196,"percentile":73.08,"photo":null,"transit":null},{"rank":9,"place_id":"gers:f54e1f13-74fb-4c84-93f2-66f4512515f6","name":"Mall of Lahore","category":"shopping_mall","address":"172 Tufail Rd","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.12,"percentile":69.23,"photo":null,"transit":null},{"rank":10,"place_id":"gers:174c2e5a-a4db-4041-9022-5cd8ccf55687","name":"Packages Mall","category":"shopping_mall","address":"Main Walton Rd","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.043,"percentile":65.38,"photo":null,"transit":null}]}