{"city":{"slug":"pointe-noire-cg","name":"Pointe-Noire","country":"CG","country_name":"Republic of the Congo"},"category":{"key":"gas_station","label":"Gas Station","phrase":"gas stations","family":"travel_and_transportation"},"candidates":14,"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:ed91e153-8c68-4c5d-a649-704405d7a9e0","name":"TotalEnergies MBOTA","category":"gas_station","address":"Pont Rivière Mbota, Av. Moe Prat","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":3.344,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f9cb1f33-8cce-4947-a4d5-266448134a35","name":"TotalEnergies NGOYO","category":"gas_station","address":"Rue de Ndjeno","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":3.168,"percentile":92.31,"photo":null,"transit":null},{"rank":3,"place_id":"gers:eea42dc5-51cc-45d6-b7aa-ada97accaf06","name":"TotalEnergies MPITA","category":"gas_station","address":"Rond Point Mpita, Av. Marien NGOUABI","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.968,"percentile":84.62,"photo":null,"transit":null},{"rank":4,"place_id":"gers:df10f4ee-1eb7-4707-b275-dd9dce56a8e0","name":"TotalEnergies","category":"gas_station","address":"Avenue de l'Indépendance, Gare Tié Tié","sources":["microsoft","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.57,"percentile":76.92,"photo":null,"transit":{"qid":"Q56302464","name":"Tié Tié","mode":"rail","distanceM":330}},{"rank":5,"place_id":"gers:789c9dcc-57ea-4302-aebb-ce5f8742b21f","name":"TotalEnergies","category":"gas_station","address":"Avenue Charles de Gaulle, En face direction CFCO","sources":["microsoft","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.563,"percentile":69.23,"photo":null,"transit":{"qid":"Q63410795","name":"Gare de Pointe-Noire","mode":"rail","distanceM":324}},{"rank":6,"place_id":"gers:5fa4373a-4345-4725-ac7e-a4e989c466fe","name":"TotalEnergies","category":"gas_station","address":"Avenue Jacques Opangault, En Face Lycée POATY Bernard","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.542,"percentile":61.54,"photo":null,"transit":null},{"rank":7,"place_id":"gers:4e985f6d-20aa-4122-829e-678510c00f0a","name":"TotalEnergies","category":"gas_station","address":"Route Nationale 1, Loandjili","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.522,"percentile":53.85,"photo":null,"transit":null},{"rank":8,"place_id":"gers:b9e8482b-a270-4eec-aa9c-e9b3977440b5","name":"TotalEnergies","category":"gas_station","address":"Avenue Moé Kaat Matou, Face Hopital A. Cisse","sources":["microsoft","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.516,"percentile":46.15,"photo":null,"transit":null},{"rank":9,"place_id":"gers:72aff065-84b7-4d7d-9f33-c1139bb0c6b2","name":"TotalEnergies","category":"gas_station","address":"N5, Route du Gabon - Tchiali","sources":["microsoft","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.509,"percentile":38.46,"photo":null,"transit":null},{"rank":10,"place_id":"gers:36af9398-28ef-49cf-93a4-d77dff7afdd2","name":"TotalEnergies","category":"gas_station","address":"Avenue Emmanuel Dadet, En Face du Caktus et à côté de la banque Crédit du Congo","sources":["microsoft","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.505,"percentile":30.77,"photo":null,"transit":null}]}