{"city":{"slug":"gwalior-in","name":"Gwalior","country":"IN","country_name":"India"},"category":{"key":"food_and_beverage_store","label":"Food and Beverage Store","phrase":"food and drink shops","family":"shopping"},"candidates":10,"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:8a4f7eb6-e37d-4777-85d8-a693b2913371","name":"Krisa Organic Foods and Farms Private Limited","category":"food_and_beverage_store","address":"","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.341,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:ba8ffca1-8292-4664-964d-5d5387e0ce25","name":"Reliance SMART","category":"food_and_beverage_store","address":"Rolex Square Commercial Cplx City Centre, Tulsi Vihar Colony","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.243,"percentile":88.89,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d60b10b8-67d2-4e26-92fc-565675255283","name":"Bakeology Eggless Bakery","category":"food_and_beverage_store","address":"37 Balwant Nagar Gandhi Road","sources":["microsoft","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.141,"percentile":77.78,"photo":null,"transit":null},{"rank":4,"place_id":"gers:47b46a2b-3cd8-4da1-b0c2-db381b4b1472","name":"Virendra Namkeen Gwalior","category":"food_and_beverage_store","address":"Naka chandra vadni sahu samaj mandir ke samne, Main Rd","sources":["meta","overture"],"providers":2,"confidence":0.944,"website":true,"phone":true,"michelin":false,"score":2.062,"percentile":66.67,"photo":null,"transit":null},{"rank":5,"place_id":"gers:e616d9d1-5f08-46ad-b34d-8603b758e0e6","name":"Patanjali Chikitsalaya","category":"food_and_beverage_store","address":"Tomer Building, Gandhi Road, Thatipur","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.701,"percentile":55.56,"photo":null,"transit":null},{"rank":6,"place_id":"gers:4b0f7b8c-0109-4290-818e-8a33af8c06e5","name":"Patanjali Chikitsalay","category":"food_and_beverage_store","address":"No 102, Sai Apartment, Ganpati Vihar, Tansen Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.676,"percentile":44.44,"photo":null,"transit":{"qid":"Q17054318","name":"Gwalior Junction railway station","mode":"rail","distanceM":682}},{"rank":7,"place_id":"gers:461bb9b8-d6b8-42f7-b461-fe16cc830cd7","name":"Patanjali Chikitsalay","category":"food_and_beverage_store","address":"Ground Floor, Shiv Nagar, Birla Nagar","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.676,"percentile":33.33,"photo":null,"transit":null},{"rank":8,"place_id":"gers:6ef7dd56-1d2e-4c8a-8362-8ab64ec04d81","name":"Patanjali Arogya Kendra","category":"food_and_beverage_store","address":"Ground Floor, Naka Chandra Wadani","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":1.582,"percentile":22.22,"photo":null,"transit":null},{"rank":9,"place_id":"gers:f5d442cb-3785-43f2-bc1f-3bc172e69ab6","name":"Anand Family Mart","category":"food_and_beverage_store","address":"Below A.G. Office Bridge","sources":["meta","overture"],"providers":2,"confidence":0.936,"website":false,"phone":true,"michelin":false,"score":1.35,"percentile":11.11,"photo":null,"transit":null},{"rank":10,"place_id":"gers:934539ce-4a0e-4003-8b4b-ae7fab95c75e","name":"Pramonster Protein point","category":"food_and_beverage_store","address":null,"sources":["meta","overture"],"providers":2,"confidence":0.925,"website":true,"phone":true,"michelin":false,"score":1.227,"percentile":0,"photo":null,"transit":null}]}