{"city":{"slug":"kanpur-in","name":"Kanpur","country":"IN","country_name":"India"},"category":{"key":"gas_station","label":"Gas Station","phrase":"gas stations","family":"travel_and_transportation"},"candidates":81,"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:d907a058-09c3-4a2a-99c8-a2396cb3d270","name":"Reliance Petroleum","category":"gas_station","address":"Araji No 711, Ms 15, Nh 86, Magrasa","sources":["microsoft","overture"],"providers":2,"confidence":0.957,"website":true,"phone":true,"michelin":false,"score":3.232,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:0eedb405-80af-4c8d-aa75-066a1cc5cf40","name":"Indianoil","category":"gas_station","address":"Lock No 21067, 22012, Opposite Hallet Hospital","sources":["microsoft","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.505,"percentile":98.75,"photo":null,"transit":{"qid":"Q110300587","name":"LLR Hospital metro station","mode":"metro","distanceM":178}},{"rank":3,"place_id":"gers:fea94d2f-2bcc-4834-941d-829cf6dcf39f","name":"Indianoil","category":"gas_station","address":"Awas Vikas, Panki, Padaw Cross, Ishwar Ganj","sources":["microsoft","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.493,"percentile":97.5,"photo":null,"transit":null},{"rank":4,"place_id":"gers:1b82fbbb-f125-4da4-8481-e895dfa639d5","name":"Shree Baanke Bihari Filling Station","category":"gas_station","address":"694, Singhpur, Mainawati Road","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":false,"phone":true,"michelin":false,"score":2.465,"percentile":96.25,"photo":null,"transit":null},{"rank":5,"place_id":"gers:c6141371-4b1b-4886-a80d-7505982adf78","name":"Indianoil","category":"gas_station","address":"No 1520/21, Lock No 21055/13026/22062, Daheli Sujanpur Bypass","sources":["microsoft","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":2.38,"percentile":95,"photo":null,"transit":null},{"rank":6,"place_id":"gers:88d511eb-484b-4133-8426-7b7a580e891b","name":"Indianoil","category":"gas_station","address":"Lock No 12046, NH 2","sources":["microsoft","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.352,"percentile":93.75,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d56a0b0c-2f24-4d80-8c21-4721d042febb","name":"Indianoil","category":"gas_station","address":"Ground Floor","sources":["microsoft","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":92.5,"photo":null,"transit":{"qid":"Q24947810","name":"Panki railway station","mode":"rail","distanceM":570}},{"rank":8,"place_id":"gers:e54053a8-cfd7-4492-a2c4-1db496d6fe91","name":"Indianoil","category":"gas_station","address":"Lock No 21049, GT Road, Rail Bazar","sources":["microsoft","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.286,"percentile":91.25,"photo":null,"transit":null},{"rank":9,"place_id":"gers:b4342c53-a74c-46c9-8b10-e35ad726a6d9","name":"Indianoil","category":"gas_station","address":"Lock No 11029, GT Road, Near Yadav Nagar","sources":["microsoft","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.286,"percentile":90,"photo":null,"transit":null},{"rank":10,"place_id":"gers:70138e7a-0e01-4cb9-a680-ae34fc11b80b","name":"Indianoil","category":"gas_station","address":"Lock No 22010/IG3723, Juhibarra Bypass","sources":["microsoft","overture"],"providers":2,"confidence":0.944,"website":true,"phone":true,"michelin":false,"score":2.218,"percentile":88.75,"photo":null,"transit":null}]}