{"city":{"slug":"rawalpindi-pk","name":"Rawalpindi","country":"PK","country_name":"Pakistan"},"category":{"key":"restaurant","label":"Restaurant","phrase":"restaurants","family":"food_and_drink"},"candidates":67,"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:8a5c8061-0204-46f3-9cda-b402deedc33f","name":"Domino's Pizza | IJP","category":"restaurant","address":"Ajmair Manzil Ground Floor Main IJP Road, ADJACEN, Rawalpindi, I.J P. Rd","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.538,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:120efd5a-5329-43e1-a226-ab053da02cac","name":"Ox and Grill Steak House","category":"restaurant","address":"First Floor, Rafiq Sehgal Street, Murree Rd","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.474,"percentile":98.48,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d540a03c-aa49-425e-ad14-c4bbcf96d05f","name":"Domino's Pizza | Chaklala-III","category":"restaurant","address":"Plot #78 cant","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.465,"percentile":96.97,"photo":null,"transit":null},{"rank":4,"place_id":"gers:5da78f05-9b51-4d52-aab2-ddfaececaf35","name":"OX and Grill Steakhouse","category":"restaurant","address":"Theme Park Avenue, Bahria Springs، Phase 7 Bahria Town, islamabad Theme Park Avenue, Bahria Springs","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.463,"percentile":95.45,"photo":null,"transit":null},{"rank":5,"place_id":"gers:3a253053-3370-4a95-a5bf-5a36874c558c","name":"New Altaf Restaurant","category":"restaurant","address":"133,Kashmir Road,Saddar","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.409,"percentile":93.94,"photo":null,"transit":null},{"rank":6,"place_id":"gers:096d999a-9bf2-4bb6-ae0a-562253ea3c6f","name":"Zam Zam Refreshment","category":"restaurant","address":"Police Station, B-1255, Nadir Plaza, Opposite New Town, Commercial Market Rd","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.395,"percentile":92.42,"photo":null,"transit":null},{"rank":7,"place_id":"gers:4055034b-29e0-45d1-97bf-ed4e16373796","name":"Dilbar Hotel","category":"restaurant","address":"Brahman Gali","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.349,"percentile":90.91,"photo":null,"transit":null},{"rank":8,"place_id":"gers:56438b5b-4ae7-4b52-b308-77b3fc942eda","name":"Kala Khan Nehari House","category":"restaurant","address":"O- 543، 544 Kartar Pura","sources":["meta","overture"],"providers":2,"confidence":0.96,"website":true,"phone":true,"michelin":false,"score":2.282,"percentile":89.39,"photo":null,"transit":null},{"rank":9,"place_id":"gers:2db2dad3-7cbf-45e5-b6d5-abee22f7b751","name":"Chai Khana","category":"restaurant","address":"Building C12, near Shaheen Chowk","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.272,"percentile":87.88,"photo":null,"transit":null},{"rank":10,"place_id":"gers:5a7507d0-aafd-4b78-98be-e33dac8d380c","name":"Haleem Ghar","category":"restaurant","address":"Near Potohar Metro Staton Sector I - 8/1, Mughal Market, 9th Avenue","sources":["microsoft","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.241,"percentile":86.36,"photo":null,"transit":null}]}