{"city":{"slug":"arequipa-pe","name":"Arequipa","country":"PE","country_name":"Peru"},"category":{"key":"hospital","label":"Hospital","phrase":"hospitals","family":"health_care"},"candidates":28,"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:149c8302-758a-4b99-8d30-d929e06d1161","name":"San Juan de Dios Clinic","category":"hospital","address":"Av. Ejército 1020","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.319,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:ad1a6f80-a96f-4528-9ca5-c1b2a45d358d","name":"Hospital Municipal Arequipa","category":"hospital","address":"Av. Pumacahua 101","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.264,"percentile":96.3,"photo":null,"transit":null},{"rank":3,"place_id":"gers:dd224089-22d1-4f78-b238-660793a00001","name":"Hospital ESSALUD","category":"hospital","address":"Av. Pumacahua 23","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.247,"percentile":92.59,"photo":null,"transit":null},{"rank":4,"place_id":"gers:0d9c05b5-8313-43d6-a694-4a6fb37d4658","name":"oftalmologia avanzada","category":"hospital","address":"León Velarde 116","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":88.89,"photo":null,"transit":null},{"rank":5,"place_id":"gers:0b2acb03-442f-426c-8544-b8a276bea473","name":"Clinica San Pablo Arequipa","category":"hospital","address":"Av. Metropolitana, esquina con Calle 7 Urb. Teresa de Jesús","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.211,"percentile":85.19,"photo":null,"transit":null},{"rank":6,"place_id":"gers:fbaba9fe-3ff9-4bc1-9068-374e2ddd39a8","name":"Clinica del Sur Sanna","category":"hospital","address":"Calle Francisco Bolognesi 134","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":81.48,"photo":null,"transit":null},{"rank":7,"place_id":"gers:840698db-445c-4b39-ba7c-88a753129e8e","name":"Clinica Paz Holandesa","category":"hospital","address":"Urb. Villa Continental, C. 4 Nro. 101","sources":["meta","overture"],"providers":2,"confidence":0.968,"website":true,"phone":true,"michelin":false,"score":2.172,"percentile":77.78,"photo":null,"transit":null},{"rank":8,"place_id":"gers:a4a648fe-1846-405c-901e-e13c82399c72","name":"fundar clinica de ojos","category":"hospital","address":"calle, C. Lazo de Los Rios 212","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.15,"percentile":74.07,"photo":null,"transit":null},{"rank":9,"place_id":"gers:c849ec0c-1462-4b8f-a49f-331ea091eb74","name":"Veterinaria VetMundo","category":"hospital","address":"Av. Dolores 130","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.149,"percentile":70.37,"photo":null,"transit":null},{"rank":10,"place_id":"gers:bc7ba103-4229-41a5-94b0-69c89dcbb3f2","name":"Hospital Universitario Pedro P. Diaz UNSA","category":"hospital","address":"calle Tupac Amaru Q'-2","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.124,"percentile":66.67,"photo":null,"transit":null}]}