{"city":{"slug":"amritsar-in","name":"Amritsar","country":"IN","country_name":"India"},"category":{"key":"gas_station","label":"Gas Station","phrase":"gas stations","family":"travel_and_transportation"},"candidates":107,"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":"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:677bcdf3-0fa7-4bac-a712-8facbd74035a","name":"Reliance Petroleum","category":"gas_station","address":"Ground Floor, Tarn Taran Highway, Thathi","sources":["microsoft","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.991,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:3a1c0864-2ccd-4d4a-bfa6-d0484b1b4657","name":"Indianoil","category":"gas_station","address":"Cherrata Road, Near Railway Workshop","sources":["microsoft","overture"],"providers":2,"confidence":0.954,"website":true,"phone":true,"michelin":false,"score":2.63,"percentile":99.06,"photo":null,"transit":{"qid":"Q15643961","name":"Amritsar railway station","mode":"rail","distanceM":671}},{"rank":3,"place_id":"gers:85ad6b8c-7e6d-42d3-afe0-f51778014c0a","name":"Indianoil","category":"gas_station","address":"Grand Trunk Road, Ground Floor","sources":["microsoft","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.566,"percentile":98.11,"photo":null,"transit":null},{"rank":4,"place_id":"gers:0835edb9-8d81-4ac4-8f51-84999ebba826","name":"Indianoil","category":"gas_station","address":"Ground Floor, Opposite OCM Mills, Khandwala","sources":["microsoft","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.527,"percentile":97.17,"photo":null,"transit":null},{"rank":5,"place_id":"gers:a2ffd077-e8b8-4cc5-8d23-231d6004d3e5","name":"Indianoil","category":"gas_station","address":"Ground Floor, Majitha Road, Near Kisan Sewa Kendra","sources":["microsoft","overture"],"providers":2,"confidence":0.947,"website":true,"phone":true,"michelin":false,"score":2.473,"percentile":96.23,"photo":null,"transit":null},{"rank":6,"place_id":"gers:abca5534-10de-46df-a890-8a35ebaf2de2","name":"Indianoil","category":"gas_station","address":"Ground Floor, Tarn Taran Road, opp. ent Hospital","sources":["microsoft","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":95.28,"photo":null,"transit":null},{"rank":7,"place_id":"gers:8546c954-515e-437d-903f-b76538d23ff6","name":"Indianoil","category":"gas_station","address":"Grand Trunk Road, Ground Floor","sources":["microsoft","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":94.34,"photo":null,"transit":{"qid":"Q15643961","name":"Amritsar railway station","mode":"rail","distanceM":368}},{"rank":8,"place_id":"gers:343fc9a5-fa4e-433c-87e5-54bff4eea0e0","name":"Indianoil","category":"gas_station","address":"Batala Road, Vijay Nagar","sources":["microsoft","overture"],"providers":2,"confidence":0.945,"website":true,"phone":true,"michelin":false,"score":2.429,"percentile":93.4,"photo":null,"transit":null},{"rank":9,"place_id":"gers:b73327c2-5330-402c-87dc-bd5eca045ff8","name":"Indianoil","category":"gas_station","address":"Shop No. 89, IDH Market, Ground Floor","sources":["microsoft","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.347,"percentile":92.45,"photo":null,"transit":null},{"rank":10,"place_id":"gers:481b6036-59b2-4a1a-8281-dcb9a9d3ec6d","name":"Indianoil","category":"gas_station","address":"Ground Floor, Batala Road","sources":["microsoft","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":2.319,"percentile":91.51,"photo":null,"transit":null}]}