{"city":{"slug":"kinshasa-cd","name":"Kinshasa","country":"CD","country_name":"Democratic Republic of the Congo"},"category":{"key":"hotel","label":"Hotel","phrase":"hotels","family":"lodging"},"candidates":23,"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:b5644eb6-b2e6-4167-a00d-891a514817ce","name":"Pullman Kinshasa Grand hôtel","category":"hotel","address":"4 Av. des Batetela","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.359,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:00b79840-1494-4161-bdd9-88bf5244a497","name":"Novotel Kinshasa La Gombe","category":"hotel","address":"76 Ave Bandundu","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.357,"percentile":95.45,"photo":null,"transit":null},{"rank":3,"place_id":"gers:c57fe3f4-ed0e-4750-8987-3bbb31478892","name":"Kin Plaza Arjaan","category":"hotel","address":"B.P. 288, 1 Avenue De l'Uganda","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":90.91,"photo":null,"transit":null},{"rank":4,"place_id":"gers:ddb816c2-f152-46ae-993c-5da27606363b","name":"Golden Tulip Kin Oasis Kinshasa Hotel","category":"hotel","address":"l'Avenue Kasa-Vubu ","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.211,"percentile":86.36,"photo":null,"transit":null},{"rank":5,"place_id":"gers:c91dfccd-2c02-4ec3-94dd-0cb105f50449","name":"Hotel Memling","category":"hotel","address":"Avenue de la Republique du Tchad B.P. 68, 5D, Av. Rep Du Tchad","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.202,"percentile":81.82,"photo":null,"transit":null},{"rank":6,"place_id":"gers:26329f08-6920-4128-ab53-53ca3e3a683c","name":"Sultani Hotel","category":"hotel","address":"30 Av. de la Justice","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.165,"percentile":77.27,"photo":null,"transit":null},{"rank":7,"place_id":"gers:0e8704ef-4ed3-464f-a724-a91a044e0bfd","name":"Fleuve Congo Hotel","category":"hotel","address":"119 Boulevard Colonel Tshatshi","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.16,"percentile":72.73,"photo":null,"transit":null},{"rank":8,"place_id":"gers:7293324a-9dff-4b0e-9734-1daccdfd8219","name":"Selton Hôtel","category":"hotel","address":"5, Croisement des avenues Kitona & Colonel Ebeya, C/Gombe","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.158,"percentile":68.18,"photo":null,"transit":null},{"rank":9,"place_id":"gers:da6993eb-4029-4d2f-ad05-875b9a5bfb2d","name":"Béatrice Hotel","category":"hotel","address":"1 Ave Isiro","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.147,"percentile":63.64,"photo":null,"transit":{"qid":"Q3098110","name":"Kinshasa East railway station","mode":"rail","distanceM":169}},{"rank":10,"place_id":"gers:916dd951-bd11-4871-bbcc-fc32ffd3038a","name":"Hôtel Kirikou | Kinshasa","category":"hotel","address":"Croisement des avenues Haut-Congo et Bakongo, n° 1. Commune de Gombe Haut Congo Kinshasa, Gombe","sources":["meta","overture"],"providers":2,"confidence":0.948,"website":true,"phone":true,"michelin":false,"score":1.965,"percentile":59.09,"photo":null,"transit":{"qid":"Q3098110","name":"Kinshasa East railway station","mode":"rail","distanceM":772}}]}