{"city":{"slug":"sydney-au","name":"Sydney","country":"AU","country_name":"Australia"},"category":{"key":"office_supply_store","label":"Office Supply Store","phrase":"office supply shops","family":"shopping"},"candidates":35,"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:f6b989ce-9cd6-4a2e-82ee-d8f0dfcffe7f","name":"Officeworks Five Dock","category":"office_supply_store","address":"235 Parramatta Road","sources":["microsoft","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.917,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:85c60314-dfca-4070-a71c-2bf7bcbf2811","name":"Officeworks Alexandria","category":"office_supply_store","address":"91 O'Riordan Street","sources":["microsoft","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.915,"percentile":97.06,"photo":null,"transit":{"qid":"Q6782892","name":"Mascot railway station","mode":"rail","distanceM":604}},{"rank":3,"place_id":"gers:71223fe3-9163-446d-85d6-98b28cf9547a","name":"Humphreys Office Supplies","category":"office_supply_store","address":"52 Balgowlah Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.915,"percentile":94.12,"photo":null,"transit":null},{"rank":4,"place_id":"gers:b11b57d9-b61d-4347-8ee2-ed3835c34046","name":"Officeworks Pitt St.","category":"office_supply_store","address":"242 Pitt Street","sources":["microsoft","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.91,"percentile":91.18,"photo":null,"transit":{"qid":"Q20718108","name":"Gadigal metro station","mode":"metro","distanceM":170}},{"rank":5,"place_id":"gers:e78272b5-9b49-422a-a426-2bcc4c5901af","name":"Infinity Commercial Furniture","category":"office_supply_store","address":"175 Botany Road","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.879,"percentile":88.24,"photo":null,"transit":{"qid":"Q24190750","name":"Waterloo railway station, Sydney","mode":"metro","distanceM":383}},{"rank":6,"place_id":"gers:dabddc1f-c2ed-45b8-aae3-a3835b10129c","name":"Express Office National","category":"office_supply_store","address":"Unit 20/1 Short Street","sources":["microsoft","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.867,"percentile":85.29,"photo":null,"transit":null},{"rank":7,"place_id":"gers:318de25b-c929-4e2a-b786-f6344d059c39","name":"Consolidated Office Choice","category":"office_supply_store","address":"29/54 Beach Street","sources":["microsoft","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.83,"percentile":82.35,"photo":null,"transit":null},{"rank":8,"place_id":"gers:5c85db9b-4a42-44a5-8239-a85f16a6d704","name":"Gapcomm Projects","category":"office_supply_store","address":"1/13 Adventure Place, Taren Point","sources":["microsoft","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.797,"percentile":79.41,"photo":null,"transit":null},{"rank":9,"place_id":"gers:c78abbf8-bb87-497d-9f03-f30f10a2f90b","name":"Eastland Office Supplies","category":"office_supply_store","address":"3/31 Hotham Parade","sources":["microsoft","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.792,"percentile":76.47,"photo":null,"transit":{"qid":"Q4797346","name":"Artarmon railway station","mode":"rail","distanceM":659}},{"rank":10,"place_id":"gers:4d52793c-b284-4d30-b395-7d4793bf4b53","name":"Get Packed Packaging","category":"office_supply_store","address":"UNIT 1/12 Cook Street","sources":["microsoft","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.778,"percentile":73.53,"photo":null,"transit":null}]}