{"city":{"slug":"aurangabad-in","name":"Aurangabad","country":"IN","country_name":"India"},"category":{"key":"hardware_home_and_garden_store","label":"Hardware Home and Garden Store","phrase":"hardware, home and garden shops","family":"shopping"},"candidates":20,"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:e92a3cbe-b897-450b-bf67-3ab30c6cb65b","name":"Godrej Inspire Hub - National Electronics","category":"hardware_home_and_garden_store","address":"Opposite Zp Office, Aurangpura, Naralibag, Near Amba Apsara Theatre","sources":["microsoft","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.264,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:40d0e75e-777c-4372-a1e7-3b0a739956b5","name":"Asian Paints Colourideas - Rajrang","category":"hardware_home_and_garden_store","address":"S No 1 & 2, Meet Arcade, N 4, Cidco, New Hanuman Chowk","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.234,"percentile":94.74,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d1b0e7d5-3840-4877-8572-8e11d1663d93","name":"Baba Traders","category":"hardware_home_and_garden_store","address":"Opp. Murmura masjid, shah bazar road Chelipura","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.218,"percentile":89.47,"photo":null,"transit":null},{"rank":4,"place_id":"gers:97b9b762-3f94-4732-ad58-9ff62a81bf89","name":"Shubharambh","category":"hardware_home_and_garden_store","address":"Shubharambh, M.P. Tower, A-14, Gajanan Maharaj Mandir Rd, beside Sahyadri Diagnostics","sources":["meta","overture"],"providers":2,"confidence":0.961,"website":true,"phone":true,"michelin":false,"score":2.196,"percentile":84.21,"photo":null,"transit":null},{"rank":5,"place_id":"gers:b53b5c38-943c-46ce-a2a0-474992251a38","name":"Vaishnavi Enterprises - Electronics Store","category":"hardware_home_and_garden_store","address":"19B, Parijat Nagar, Sector N 4, Cidco","sources":["microsoft","overture"],"providers":2,"confidence":0.935,"website":true,"phone":true,"michelin":false,"score":1.988,"percentile":78.95,"photo":null,"transit":{"qid":"Q63355278","name":"Mukundwadi Halt railway station","mode":"rail","distanceM":697}},{"rank":6,"place_id":"gers:cd30f84d-97f0-4433-88e1-9e212a9a73d0","name":"New Baba Nursery","category":"hardware_home_and_garden_store","address":"N-3,Plot no 536, Kamgar Chowk, cidco, Aurangabad","sources":["meta","overture"],"providers":2,"confidence":0.928,"website":true,"phone":true,"michelin":false,"score":1.931,"percentile":73.68,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d29432d9-ed93-4029-8575-8ffc94c8e4c6","name":"Renuka Tools","category":"hardware_home_and_garden_store","address":"Gala No. 11, Suvarna Laghu Udyog Yojna, MIDC Waluj","sources":["meta","overture"],"providers":2,"confidence":0.928,"website":true,"phone":true,"michelin":false,"score":1.93,"percentile":68.42,"photo":null,"transit":null},{"rank":8,"place_id":"gers:b1acac5e-c7b7-4863-a860-f6419f697c7f","name":"Soni Agencies","category":"hardware_home_and_garden_store","address":"Gulmandi Corner, Aurngpura,","sources":["meta","overture"],"providers":2,"confidence":0.925,"website":true,"phone":true,"michelin":false,"score":1.904,"percentile":63.16,"photo":null,"transit":null},{"rank":9,"place_id":"gers:c654fe88-f6e2-4312-8a53-a15ce22245ad","name":"Greenply Plywood (Patel Plywood) - Best Plywood Shop And Dealer In Suyesh Complex","category":"hardware_home_and_garden_store","address":"Shop No. 9 and 10, Suyesh Complex, Kalda Corner, Nearby Hdfc Bank","sources":["microsoft","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":1.892,"percentile":57.89,"photo":null,"transit":null},{"rank":10,"place_id":"gers:ae1cdb37-1c91-44fa-9c09-02eab07a0736","name":"Dushyant Furniture","category":"hardware_home_and_garden_store","address":"Shop No 3, Nike Plaza Infront Of Hedgewar Hospital Jawahar Colony, Gajanan Maharaj Mandir Rd","sources":["meta","overture"],"providers":2,"confidence":0.924,"website":true,"phone":true,"michelin":false,"score":1.891,"percentile":52.63,"photo":null,"transit":null}]}