{"city":{"slug":"ahmedabad-in","name":"Ahmedabad","country":"IN","country_name":"India"},"category":{"key":"lodging","label":"Lodging","phrase":"lodging","family":"lodging"},"candidates":31,"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:affbd99d-6fc7-47ff-9971-030a67815070","name":"Capital PG and Hostel","category":"lodging","address":"3rd floor, Pramukh ayan, near Aashka Multispeciality Hospital","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.407,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f1441576-1a23-49b2-aeb3-cc64f14ab7ca","name":"Vishal PG","category":"lodging","address":"SHAKAMBA TOWERS, B, 102, Gurukul Rd, opposite Sterling Hospital","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.347,"percentile":96.67,"photo":null,"transit":{"qid":"Q114400483","name":"Gurukul Road metro station","mode":"metro","distanceM":466}},{"rank":3,"place_id":"gers:edf5e952-c01a-46f9-82a6-63db06c2b7bf","name":"Riddhi Siddhi Boys PG","category":"lodging","address":"Chanakyapuri Rd","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.344,"percentile":93.33,"photo":null,"transit":{"qid":"Q62005675","name":"Chandlodiya railway station","mode":"rail","distanceM":594}},{"rank":4,"place_id":"gers:80569ca3-8db9-4e54-971e-5602dc721d84","name":"7wonders Hotel Restaurant","category":"lodging","address":"7th floor, Kudasan-Por Rd, above ICICI Bank","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.318,"percentile":90,"photo":null,"transit":null},{"rank":5,"place_id":"gers:5fb000d0-737b-447f-90d5-3c504f6a5a03","name":"Ajit PG- Boys PG","category":"lodging","address":"b/g-2, Shakamba Towers, Gurukul Road, Memnagar","sources":["microsoft","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.25,"percentile":86.67,"photo":null,"transit":{"qid":"Q114400483","name":"Gurukul Road metro station","mode":"metro","distanceM":457}},{"rank":6,"place_id":"gers:5ebb591a-1d45-4d1b-9c3e-157d811f2b63","name":"Bhagwat Elysium","category":"lodging","address":"Nikol Gam Rd, opp. SHREE NAND ELITE, nr. Amar Jawan Circle","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.236,"percentile":83.33,"photo":null,"transit":null},{"rank":7,"place_id":"gers:52454f81-2186-409d-9d1f-4166ee014b7e","name":"Fourwalls PG and Hostel","category":"lodging","address":"Falgun Society, 17, Commerce Six Roads, opp. Hanuman Temple","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.205,"percentile":80,"photo":null,"transit":{"qid":"Q114400481","name":"Commerce Six Road metro station","mode":"metro","distanceM":39}},{"rank":8,"place_id":"gers:05c03f15-a46c-4dbb-b1eb-268ea5465ddb","name":"M Living PG","category":"lodging","address":"nr. Kalyan Jwellers, Kabaria Group Building, M002","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.189,"percentile":76.67,"photo":null,"transit":null},{"rank":9,"place_id":"gers:5cdc8627-7db7-4b66-83da-b653e9f29380","name":"Aakash Residency","category":"lodging","address":"Club O7 Rd","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.188,"percentile":73.33,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a0cf6c6c-ac48-4040-8b24-c10ff27128fd","name":"The Homeland stay","category":"lodging","address":"38 Gangeshwar Society, 1st Floor, Opp. Best High School, Maninagar, Bhairavnath Road","sources":["microsoft","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.135,"percentile":70,"photo":null,"transit":null}]}