{"city":{"slug":"ahmedabad-in","name":"Ahmedabad","country":"IN","country_name":"India"},"category":{"key":"resort","label":"Resort","phrase":"resorts","family":"lodging"},"candidates":38,"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:6ba23276-fe93-46cc-9a56-8216bc10fa92","name":"Collection O Sardar Nagar Hansol formerly Hotel Kyra","category":"resort","address":"NA, Gandhinagar Road, Indira Bridge Circle, Hansol, Airport Road, Ahmedabad, Hotel","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.96,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:27806cd4-9413-4c49-901e-fb272f6999df","name":"OYO 2178 Vibrant Residency","category":"resort","address":"Behind Drive-in Cinema, Near Goyal Intercity and Vaibhav Laxmi Temple, Thaltej","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.956,"percentile":97.3,"photo":null,"transit":{"qid":"Q114400487","name":"Doordarshan Kendra metro station","mode":"metro","distanceM":201}},{"rank":3,"place_id":"gers:ee02222b-9eb7-4d66-8ba7-ea3b8ec08bfa","name":"The Ummed Ahmedabad","category":"resort","address":"The Ummed Ahmedabad, Airport Circle","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.932,"percentile":94.59,"photo":null,"transit":null},{"rank":4,"place_id":"gers:4e609d75-4578-4edd-9199-e54c62e384ab","name":"FabHotel Flora","category":"resort","address":"Alok Plaza, Opp. Reliance Petrol Pump Nr. Mamlatdar Office, Sardar Patel Ring Road, Vastral","sources":["microsoft","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.785,"percentile":91.89,"photo":null,"transit":{"qid":"Q108352732","name":"Vastral Gam","mode":"metro","distanceM":773}},{"rank":5,"place_id":"gers:9b14cd2e-ef5c-4503-9e4f-6211cbac4abf","name":"Collection O Hotel Neelkamal 1","category":"resort","address":"5th Floor, Janpath Complex, Near:- Nehru Bridge, Opp:- Capital Commercial Center, Ashram Road","sources":["microsoft","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.772,"percentile":89.19,"photo":null,"transit":{"qid":"Q114427227","name":"Gandhigram","mode":"metro","distanceM":343}},{"rank":6,"place_id":"gers:6542f5d8-1a2f-466e-894e-2321c5cd31f5","name":"Collection O Ashram Road Near Sardar Bridge formerly Hotel Apple Inn","category":"resort","address":"Opposite Krushi Bhavan, Sardar Bridge, Paldi Gaam, Kochrab Gam Paldi","sources":["microsoft","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.761,"percentile":86.49,"photo":null,"transit":{"qid":"Q114427230","name":"Paldi","mode":"metro","distanceM":782}},{"rank":7,"place_id":"gers:2cab9628-1a6f-4a45-8578-16cea46ca8e9","name":"Greenwoods Lake Club Resort and Spa","category":"resort","address":"On Sardar Patel Ring Road","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.717,"percentile":83.78,"photo":null,"transit":null},{"rank":8,"place_id":"gers:bfb3ed85-6688-4595-a1ce-640813f95a78","name":"Hotel O Jamalpur Ahmedabad Formerly Hotel Peace","category":"resort","address":"Hotel Peace Ashrafi Complex, Opposite Sardar Patel Market","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.711,"percentile":81.08,"photo":null,"transit":null},{"rank":9,"place_id":"gers:5ba11177-75ef-4252-bf61-c8049d0687a3","name":"SPOT ON 42002 Hotel Sky 2","category":"resort","address":"Ramol","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.711,"percentile":78.38,"photo":null,"transit":null},{"rank":10,"place_id":"gers:903d7b6f-69b0-411c-9591-6d8c6a9ab918","name":"FabHotel Galaxy I","category":"resort","address":"4th Floor, Sai Avenue, Near Galaxy Road, N.H - 8, Naroda","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.711,"percentile":75.68,"photo":null,"transit":null}]}