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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"AFRICAN 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fa3f39d5-c383-3714-bbd9-5f1ebf4d063f\",\"source_record\":{\"entity_id\":\"fa3f39d5-c383-3714-bbd9-5f1ebf4d063f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"KEVIN WAMALWA is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0d5decf679470c1b7a5c5a65","course_id":"AFRICAN 331","catalog_version_id":"240a20e2c9cd94c9fb8154fc973bcb3ff58a96de309a4bf09e21a78920350f4a","record_version_id":"4b862d66299d43d20c2eb182aeaa8e960ee32a11951bb38dd861b19754ecbb86","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"24b19269c23c57b653cf9f90e55e5b055d8c18ebe6d1474cede986f04e3c09c8","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0d5decf679470c1b7a5c5a65","course_id":"AFRICAN 331","catalog_version_id":"240a20e2c9cd94c9fb8154fc973bcb3ff58a96de309a4bf09e21a78920350f4a","record_version_id":"4b862d66299d43d20c2eb182aeaa8e960ee32a11951bb38dd861b19754ecbb86","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"24b19269c23c57b653cf9f90e55e5b055d8c18ebe6d1474cede986f04e3c09c8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"beginner Swahili course\",\"Swahili language proficiency\",\"East African language basics\",\"Swahili speaking listening reading writing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AFRICAN 331\",\"field\":\"description\",\"quote\":\"emphasis on proficiency through speaking, listening, reading, and writing\"}],\"text\":\"Speaking, listening, reading, and writing proficiency in Standard Swahili\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AFRICAN 331\",\"field\":\"title\",\"quote\":\"FIRST SEMESTER SWAHILI\"},{\"course_id\":\"AFRICAN 331\",\"field\":\"description\",\"quote\":\"For beginning learners of Standard Swahili\"}],\"text\":\"FIRST SEMESTER SWAHILI introduces beginning learners to Standard Swahili with an emphasis on communication in cultural context.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFRICAN 331\",\"field\":\"description\",\"quote\":\"communication in cultural context\"}],\"text\":\"Cultural context of Swahili communication\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0d5decf679470c1b7a5c5a65","course_id":"AFRICAN 331","catalog_version_id":"240a20e2c9cd94c9fb8154fc973bcb3ff58a96de309a4bf09e21a78920350f4a","record_version_id":"4b862d66299d43d20c2eb182aeaa8e960ee32a11951bb38dd861b19754ecbb86","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"24b19269c23c57b653cf9f90e55e5b055d8c18ebe6d1474cede986f04e3c09c8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Kevin is a great teacher. 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Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kevin Wamalwa\",\"review_date\":\"2014-01-08 16:29:24 +0000 UTC\",\"review_id\":\"618b31fcaf36e69de909417a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1873248\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1873248\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kevin Wamalwa: The instructor is described as very laid back and enthusiastic, fostering an environment where he ensures everyone contributes.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Kevin Wamalwa\",\"review_date\":\"2014-01-08 16:29:24 +0000 UTC\",\"review_id\":\"618b31fcaf36e69de909417a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1873248\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1873248\",\"type\":\"review\"}],\"text\":\"Historical review of Kevin Wamalwa describes him as enthusiastic, laid-back, and hilarious, with a focus on language and culture. 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