{"city":{"slug":"bogor-id","name":"Bogor","country":"ID","country_name":"Indonesia"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":26,"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":"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:d6b827e5-bd2d-47c7-bc05-6adfcd42297b","name":"PT. Sanprima Sentosa","category":"automotive_service","address":"Jalan Jend Sudirman 26","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.27,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:0bee8eed-818f-45dc-8bb9-86602a41ab87","name":"Milala Auto Service Cabang Kota Bogor","category":"automotive_service","address":"Jalan Komplek Goodyear 10","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.262,"percentile":96,"photo":null,"transit":null},{"rank":3,"place_id":"gers:4811aea3-26d5-446f-9b20-c00eea3bd225","name":"HRWheel","category":"automotive_service","address":"Toko Velg & Ban Mobil, HRWheel Jl. Sholeh Iskandar No.51, RT.04/RW.11","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.258,"percentile":92,"photo":null,"transit":{"qid":"Q122097949","name":"Sukaresmi railway station","mode":"rail","distanceM":685}},{"rank":4,"place_id":"gers:6d215284-f1f1-471c-8629-f800a5454389","name":"Kia Bogor Pajajaran","category":"automotive_service","address":"Jalan Pajajaran 54","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.205,"percentile":88,"photo":null,"transit":null},{"rank":5,"place_id":"gers:9af4fd6e-272f-4bf2-bb1c-7eb1476ef682","name":"Biker Plus","category":"automotive_service","address":"Mal Pelayanan Publik Bogor, Jl. Raya Pajajaran No.37 3, RT.02/RW.01","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.176,"percentile":84,"photo":null,"transit":null},{"rank":6,"place_id":"gers:2da36fc7-3713-4988-a158-2289bf64c319","name":"Alex Ban","category":"automotive_service","address":"Jl. Raya Pemda, RT.RW 001/RW.013","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.175,"percentile":80,"photo":null,"transit":null},{"rank":7,"place_id":"gers:fc2e1b27-3dff-47e0-9154-bc78bef7a0ea","name":"Ahass 08369","category":"automotive_service","address":"Jl. Jend. Sudirman No.52, RT.07/RW.04","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":76,"photo":null,"transit":null},{"rank":8,"place_id":"gers:41dc9bfe-07d3-42ff-a4c7-110e05d2a842","name":"Abenk Racing Exhaust","category":"automotive_service","address":"Jl. Tumenggung Wiradireja No.98, RT.01/RW.08","sources":["meta","overture"],"providers":2,"confidence":0.968,"website":true,"phone":true,"michelin":false,"score":2.134,"percentile":72,"photo":null,"transit":null},{"rank":9,"place_id":"gers:2a2d41d3-3a3b-49cc-baf6-e7554de62901","name":"Autofun Service","category":"automotive_service","address":"Jl. Achmad Adnawijaya No.28, RT.04/RW.14","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.101,"percentile":68,"photo":null,"transit":null},{"rank":10,"place_id":"gers:af4c303b-0311-46f2-8a32-3db9ca2ae61a","name":"Niken Power Steering","category":"automotive_service","address":"Jalan Raya Cifor 45","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.091,"percentile":64,"photo":null,"transit":null}]}