{"city":{"slug":"multan-pk","name":"Multan","country":"PK","country_name":"Pakistan"},"category":{"key":"restaurant","label":"Restaurant","phrase":"restaurants","family":"food_and_drink"},"candidates":55,"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:52f4ec51-11f1-4cc7-b88c-e004ee69ed6b","name":"Madina Yakhni Pulao مدینہ یخنی پلاؤ","category":"restaurant","address":"near Jalal Masjid Chowk, adjacent Ghauri Tikka","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.632,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:4ca3dfed-ac16-41e1-8f4e-5724d0f1b01b","name":"Peer Shinwari","category":"restaurant","address":"Peeran da Dera","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.478,"percentile":98.15,"photo":null,"transit":null},{"rank":3,"place_id":"gers:ad54e5ec-4d70-43f1-8867-889fc9de9555","name":"Shangrilla Chinese","category":"restaurant","address":"117B Bohra St","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.446,"percentile":96.3,"photo":null,"transit":null},{"rank":4,"place_id":"gers:a29554cd-65a9-4d4e-b146-27f908c65a22","name":"Yum Chinese & Thai","category":"restaurant","address":"19 A","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.444,"percentile":94.44,"photo":null,"transit":null},{"rank":5,"place_id":"gers:c7cd2345-6891-495d-8d7a-708ceecaf1bd","name":"Zaytoon Garden Restaurant","category":"restaurant","address":"near Shah Shams Toll Plaza","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.437,"percentile":92.59,"photo":null,"transit":null},{"rank":6,"place_id":"gers:7fe7043f-8f7f-4be6-be9f-3ccbc8d43d8c","name":"LFC Food Mela","category":"restaurant","address":"Shop No. 1 & 2, 1st Floor, Saddar, Multan Cantt Commercial Area 92, Nusrat Rd, Near S، P Chowk","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.434,"percentile":90.74,"photo":null,"transit":null},{"rank":7,"place_id":"gers:6f026f83-7d13-4a16-80ed-205f8f7eec91","name":"Madina Yakhni Pulao - Model Town","category":"restaurant","address":"14/15 B Block Model Town","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.432,"percentile":88.89,"photo":null,"transit":null},{"rank":8,"place_id":"gers:b7375414-2c0a-4112-98f8-1b6892610d1f","name":"Pathway Tikka House","category":"restaurant","address":"Mall Rd","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.386,"percentile":87.04,"photo":null,"transit":{"qid":"Q15260219","name":"Multan Cantonment railway station","mode":"rail","distanceM":744}},{"rank":9,"place_id":"gers:ab5108df-6f60-46b7-991f-921ca75b65ef","name":"Cafe 2 Night Family Restaurant","category":"restaurant","address":"Cafe 2 Night, M A Jinnah Rd, near Hascol Petroleum","sources":["meta","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.346,"percentile":85.19,"photo":null,"transit":null},{"rank":10,"place_id":"gers:c6c97860-c21a-4003-99f4-243bf85961c5","name":"NEW Billay Da Dera","category":"restaurant","address":"NH 5, Billi Wala","sources":["meta","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":83.33,"photo":null,"transit":null}]}