{"city":{"slug":"depok-id","name":"Depok","country":"ID","country_name":"Indonesia"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":148,"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:7092ee75-8ab8-4519-96f7-a94e822982d9","name":"Bengkel Mobil Cek Kaki","category":"automotive_service","address":"Jl. Moch. Kahfi II No.43a, RT.5/RW.9","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.491,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:27459406-e781-48fa-a310-7528d566280d","name":"Dokter Mobil Gading Serpong","category":"automotive_service","address":"Ruko Paramount Gadget Blok A.7","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":99.32,"photo":null,"transit":null},{"rank":3,"place_id":"gers:dbe551d7-b858-4e61-b09f-702e2dacb9d8","name":"Tunas Toyota Ciputat","category":"automotive_service","address":"Jl. Dewi Sartika No.187","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.442,"percentile":98.64,"photo":null,"transit":null},{"rank":4,"place_id":"gers:86b86547-0fa5-43bb-beb8-28d44d52c80e","name":"Toko Kaca Mobil Lumba Lumba","category":"automotive_service","address":"Jl. Raya Serpong Kilometer 7 No.678 A","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.436,"percentile":97.96,"photo":null,"transit":null},{"rank":5,"place_id":"gers:80e7ee21-b5db-43d6-9432-5c300f9d6385","name":"Dimas Jaya Ban Depok","category":"automotive_service","address":"Jl. Raya Parung Serab (KSU) Jl. Kp. Cikumpa No.75, RT.003/RW.01","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.42,"percentile":97.28,"photo":null,"transit":null},{"rank":6,"place_id":"gers:489a533a-bf62-440f-b2fc-1fb04ecb00d2","name":"Showroom Menteng motor","category":"automotive_service","address":"Gg. Bunga No.22, RT.7/RW.6","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.419,"percentile":96.6,"photo":null,"transit":{"qid":"Q2365018","name":"Lenteng Agung railway station","mode":"rail","distanceM":686}},{"rank":7,"place_id":"gers:3a9eb017-a4b6-4f0b-9232-14d2934ed8be","name":"HRA Bengkel Mobil","category":"automotive_service","address":"Jl. Raya Cirendeu No.2","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.399,"percentile":95.92,"photo":null,"transit":null},{"rank":8,"place_id":"gers:df0ab040-f48d-4b73-a45b-020eac46a2e2","name":"Honda Union Serpong","category":"automotive_service","address":"Jl. Raya Serpong Kilometer 7 No.KM.10","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.398,"percentile":95.24,"photo":null,"transit":null},{"rank":9,"place_id":"gers:d3b6d3d3-836b-4788-bc20-c68e3d9dfe49","name":"SCUTO LENTENG AGUNG I Nano Ceramic Coating I Salon Mobil Lenteng Agung","category":"automotive_service","address":"Jl. Raya Tj. Barat No.37C, RT.1/RW.2","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.39,"percentile":94.56,"photo":null,"transit":{"qid":"Q2297298","name":"Tanjung Barat railway station","mode":"rail","distanceM":484}},{"rank":10,"place_id":"gers:ec070f9f-8ed8-48ef-bb47-75c01018f7ba","name":"AUTO2000 Pondok Jagung","category":"automotive_service","address":"Pondok Jagung","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.371,"percentile":93.88,"photo":null,"transit":null}]}