{"city":{"slug":"najafgarh-in","name":"Najafgarh","country":"IN","country_name":"India"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":20,"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:06b5e1e8-a976-497a-a46f-c259bb3f3ef8","name":"Barista - Sector 22, Huda Market","category":"coffee_shop","address":"SCO88,FIRST FLOOR, MAIN HUDA MARKET","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.408,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:073fe2b5-4e7b-4077-bd74-304d50d4d47c","name":"Blue Tokai Coffee Roasters | Janakpuri","category":"coffee_shop","address":"Shop No 2, No C/1/137, Ground Floor, Dwarka, Janakpuri","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.38,"percentile":94.74,"photo":null,"transit":{"qid":"Q24807633","name":"Dabri Mor - Janakpuri South metro station","mode":"metro","distanceM":655}},{"rank":3,"place_id":"gers:2fc80f4c-2241-4f6c-a288-e9d5e3325c56","name":"Blue Tokai Coffee Roasters | Dwarka Sector 12","category":"coffee_shop","address":"Shop No 4/5/6, Sector 12, Dwarka","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.38,"percentile":89.47,"photo":null,"transit":{"qid":"Q5317946","name":"Dwarka Sector 12 metro station","mode":"metro","distanceM":671}},{"rank":4,"place_id":"gers:870281ac-c5cc-42a6-b055-7d0acf50176a","name":"Barista","category":"coffee_shop","address":"Ambience Mall, NH 8","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.283,"percentile":84.21,"photo":null,"transit":{"qid":"Q16999885","name":"Moulsari Avenue metro station","mode":"metro","distanceM":364}},{"rank":5,"place_id":"gers:91321b53-a3f2-4aab-b477-da0321649ab9","name":"Cafe Coffee Day","category":"coffee_shop","address":"Aggarwal Shopping Centre Golak Dham Market","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.178,"percentile":78.95,"photo":null,"transit":{"qid":"Q5317944","name":"Dwarka Sector 10 metro station","mode":"metro","distanceM":612}},{"rank":6,"place_id":"gers:0cb2e114-09d4-4fd5-97e7-8081cea8f32b","name":"Cafe Coffee Day","category":"coffee_shop","address":"Westend Mall, Shivaji Marg, near Janakpuri District Center","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":73.68,"photo":null,"transit":{"qid":"Q6150737","name":"Janakpuri West metro station","mode":"metro","distanceM":165}},{"rank":7,"place_id":"gers:8e8457b2-fa63-4e86-81a0-7e182bb1c221","name":"Cafe Coffee Day","category":"coffee_shop","address":"B-2/84, Janakpuri","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.051,"percentile":68.42,"photo":null,"transit":null},{"rank":8,"place_id":"gers:3db6dd88-fb7c-49eb-a241-b145ddafc7a5","name":"Blue Tokai Coffee Roasters","category":"coffee_shop","address":"Ground Floor, Ambience Mall, opposite Pantaloons","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":false,"phone":true,"michelin":false,"score":1.883,"percentile":63.16,"photo":null,"transit":{"qid":"Q16999885","name":"Moulsari Avenue metro station","mode":"metro","distanceM":327}},{"rank":9,"place_id":"gers:fe4aa13d-3bac-4068-b3e8-131073737723","name":"Starbucks","category":"coffee_shop","address":"Domestic Arrivals, Indira Gandhi Int'l Airport, Terminal 3, T3 Departure Rd","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":1.833,"percentile":57.89,"photo":null,"transit":{"qid":"Q4698881","name":"IGI Airport metro station","mode":"metro","distanceM":319}},{"rank":10,"place_id":"gers:f4ff606a-99ef-4e7e-bc52-f472e3f65735","name":"Costa Coffee","category":"coffee_shop","address":"Indira Gandhi Int'l Airport, T3 Departure Rd","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":1.829,"percentile":52.63,"photo":null,"transit":{"qid":"Q4698881","name":"IGI Airport metro station","mode":"metro","distanceM":207}}]}