{"city":{"slug":"beirut-lb","name":"Beirut","country":"LB","country_name":"Lebanon"},"category":{"key":"flowers_and_gifts_store","label":"Flowers and Gifts Store","phrase":"flower and gift shops","family":"shopping"},"candidates":10,"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:4750d7bd-9b7e-4a03-97aa-a3572929c664","name":"selim mouzannar","category":"flowers_and_gifts_store","address":"82 Chehade Street","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.43,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:32ad075b-4e22-4025-925b-854901f1252c","name":"Top Cado Sarl","category":"flowers_and_gifts_store","address":"Zalka Main Road, Center Elysee, GF","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.218,"percentile":88.89,"photo":null,"transit":null},{"rank":3,"place_id":"gers:c793ebc4-e64b-4837-b89f-e6ad4209af39","name":"Exotica Verdun","category":"flowers_and_gifts_store","address":"Unesco Street","sources":["microsoft","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.199,"percentile":77.78,"photo":null,"transit":null},{"rank":4,"place_id":"gers:8666270a-ccaa-4242-ab12-132bd119f60f","name":"FlowerZone Boutique","category":"flowers_and_gifts_store","address":"Chalet Swiss Street","sources":["meta","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":2.062,"percentile":66.67,"photo":null,"transit":null},{"rank":5,"place_id":"gers:9b3a775e-ec1b-4185-8bed-db6b83d38df2","name":"Linenloft","category":"flowers_and_gifts_store","address":"204","sources":["meta","overture"],"providers":2,"confidence":0.936,"website":true,"phone":true,"michelin":false,"score":2.033,"percentile":55.56,"photo":null,"transit":null},{"rank":6,"place_id":"gers:6b1935f9-65f4-4a2b-9b06-bf31ac85f5e3","name":"Al Rabih Flowers","category":"flowers_and_gifts_store","address":"Al Saha - Starco Bldg","sources":["meta","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":2.009,"percentile":44.44,"photo":null,"transit":null},{"rank":7,"place_id":"gers:e636fc72-84de-460a-b967-078fcf40d291","name":"Anthony flowers","category":"flowers_and_gifts_store","address":"assaf khoury street","sources":["meta","overture"],"providers":2,"confidence":0.91,"website":true,"phone":true,"michelin":false,"score":1.842,"percentile":33.33,"photo":null,"transit":null},{"rank":8,"place_id":"gers:4647b0e8-f46c-45d4-9ae7-e493f540eb42","name":"M.O.F Flowers","category":"flowers_and_gifts_store","address":"Basta-Zahrawi Street-Beirut-Lebanon","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":false,"phone":true,"michelin":false,"score":1.697,"percentile":22.22,"photo":null,"transit":null},{"rank":9,"place_id":"gers:85748959-938d-4d69-a3c1-07457892e137","name":"GASS Gifts","category":"flowers_and_gifts_store","address":"baajoor street/haret hureik facing Harb chicken","sources":["meta","overture"],"providers":2,"confidence":0.904,"website":false,"phone":true,"michelin":false,"score":1.255,"percentile":11.11,"photo":null,"transit":null},{"rank":10,"place_id":"gers:ff577b6a-0ef9-43ba-8cce-036f8c15e6d1","name":"Altai","category":"flowers_and_gifts_store","address":"Mar Takla","sources":["meta","overture"],"providers":2,"confidence":0.904,"website":false,"phone":true,"michelin":false,"score":0.254,"percentile":0,"photo":null,"transit":null}]}