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Students report significant skill improvement despite the course's difficulty.\"},{\"citations\":[{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 2.86 GPA, 28.6% A/AB (n=7 letter grades); Fall 2024: 3.33 GPA, 50.0% A/AB (n=6 letter grades); Fall 2025: 3.50 GPA, 70.0% A/AB (n=10 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2020-12-23 00:06:13 +0000 UTC\",\"review_id\":\"77f4e7f46aa8b8589dde8c8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM0MTgwMjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:27:48 +0000 UTC\",\"review_id\":\"300738e03a701239ab90c8dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTIzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:42:03 +0000 UTC\",\"review_id\":\"97b52d5c361ed286a0cecdd5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTI0MDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2022-01-24 19:43:14 +0000 UTC\",\"review_id\":\"84ce590667e0a21cdf6f6659\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1NzkwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2026-01-01 02:25:55 +0000 UTC\",\"review_id\":\"c84217730348d9c00f7d677e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTQyMTUzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mustafa Mustafa: Students appreciate Mustafa's kindness, humor, and deep cultural knowledge, which create a supportive learning environment. 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Do your homework, learn from your mistakes, and get to know him and you will be happy in any of his classes.\",\"course_id\":\"AFRICAN 323\",\"date\":\"2021-10-14 04:42:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"97b52d5c361ed286a0cecdd5\",\"instructor_id\":\"rmp:2659101\",\"instructor_name\":\"Mustafa Mustafa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTI0MDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\"},{\"comment\":\"The Arabic TAs are great, but Ustaz Mustafa explains everything SO WELL, and I feel like my Arabic skills have improved so much since taking Arabic 3. He focuses a lot on grammar, which is really helpful as you go forward with Arabic. You get info on each quiz & exam beforehand & he's not a tough grader. 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This class definitely requires effort, but it is very worth it!\",\"course_id\":\"AFRICAN 323\",\"date\":\"2026-01-01 02:25:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c84217730348d9c00f7d677e\",\"instructor_id\":\"rmp:2659101\",\"instructor_name\":\"Mustafa Mustafa\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTUzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\"}],\"evidence_count\":4,\"review_ids\":[\"300738e03a701239ab90c8dd\",\"97b52d5c361ed286a0cecdd5\",\"84ce590667e0a21cdf6f6659\",\"c84217730348d9c00f7d677e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2659101\",\"name\":\"Mustafa Mustafa\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Despite some technical or organizational issues, the instructor is highly knowledgeable, kind, and effective at teaching Arabic.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8e2ea734958f7f267578f7e3","course_id":"AFRICAN 323","catalog_version_id":"f64660fe86de0c577ac9456902c3a404e3a0359916980540ab3ec445c5fdbdae","record_version_id":"66f4e663634674e94171d708d567de9074a96250683befac5283f470eeb393ac","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"49b47bbf1a4fd8eefb4435ffc66346442b15bc228bae2efc811feb91b5204787","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"03983220de6ba6fd21184ce47264ee5687cbd3de971d09297d083ceeeab66f2f\",\"course_id\":\"AFRICAN 323\",\"current_instructors\":[{\"instructor_uid\":\"instructor_bbfeb30b10b42909fb4871c2\",\"message\":\"No course-specific reviews available\",\"name\":\"Jibril Gabid\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2648590\",\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2020-12-23 00:06:13 +0000 UTC\",\"review_id\":\"77f4e7f46aa8b8589dde8c8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM0MTgwMjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:27:48 +0000 UTC\",\"review_id\":\"300738e03a701239ab90c8dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTIzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:42:03 +0000 UTC\",\"review_id\":\"97b52d5c361ed286a0cecdd5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTI0MDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2022-01-24 19:43:14 +0000 UTC\",\"review_id\":\"84ce590667e0a21cdf6f6659\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1NzkwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2026-01-01 02:25:55 +0000 UTC\",\"review_id\":\"c84217730348d9c00f7d677e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTQyMTUzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mustafa Mustafa: The course requires daily effort and active participation, including speaking Arabic in class. Reviews note unclear due dates and grading criteria, though feedback is generally prompt and helpful.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2020-12-23 00:06:13 +0000 UTC\",\"review_id\":\"77f4e7f46aa8b8589dde8c8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM0MTgwMjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:27:48 +0000 UTC\",\"review_id\":\"300738e03a701239ab90c8dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTIzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:42:03 +0000 UTC\",\"review_id\":\"97b52d5c361ed286a0cecdd5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTI0MDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2022-01-24 19:43:14 +0000 UTC\",\"review_id\":\"84ce590667e0a21cdf6f6659\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1NzkwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2026-01-01 02:25:55 +0000 UTC\",\"review_id\":\"c84217730348d9c00f7d677e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTQyMTUzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"}],\"text\":\"Current instructor Jibril Gabid is listed. Historical reviews for Mustafa Mustafa describe him as highly knowledgeable in Arabic grammar and culture, with students noting significant skill improvement. While some praise his helpfulness and clear feedback, others report unclear grading criteria and technical difficulties in online settings.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2020-12-23 00:06:13 +0000 UTC\",\"review_id\":\"77f4e7f46aa8b8589dde8c8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM0MTgwMjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:27:48 +0000 UTC\",\"review_id\":\"300738e03a701239ab90c8dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTIzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:42:03 +0000 UTC\",\"review_id\":\"97b52d5c361ed286a0cecdd5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTI0MDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2022-01-24 19:43:14 +0000 UTC\",\"review_id\":\"84ce590667e0a21cdf6f6659\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1NzkwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2026-01-01 02:25:55 +0000 UTC\",\"review_id\":\"c84217730348d9c00f7d677e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTQyMTUzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mustafa Mustafa: Mustafa Mustafa is highly knowledgeable and effective for learning Arabic, though his online delivery and grading clarity have faced criticism. Students report significant skill improvement despite the course's difficulty.\"},{\"citations\":[{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 2.86 GPA, 28.6% A/AB (n=7 letter grades); Fall 2024: 3.33 GPA, 50.0% A/AB (n=6 letter grades); Fall 2025: 3.50 GPA, 70.0% A/AB (n=10 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2020-12-23 00:06:13 +0000 UTC\",\"review_id\":\"77f4e7f46aa8b8589dde8c8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM0MTgwMjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:27:48 +0000 UTC\",\"review_id\":\"300738e03a701239ab90c8dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTIzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2021-10-14 04:42:03 +0000 UTC\",\"review_id\":\"97b52d5c361ed286a0cecdd5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1MTI0MDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2022-01-24 19:43:14 +0000 UTC\",\"review_id\":\"84ce590667e0a21cdf6f6659\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTM1NzkwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"},{\"instructor_name\":\"Mustafa Mustafa\",\"review_date\":\"2026-01-01 02:25:55 +0000 UTC\",\"review_id\":\"c84217730348d9c00f7d677e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659101\",\"source_review_id\":\"UmF0aW5nLTQyMTUzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659101\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mustafa Mustafa: Students appreciate Mustafa's kindness, humor, and deep cultural knowledge, which create a supportive learning environment. However, some find his online teaching style challenging and note that grading policies can be confusing.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"AFRICAN 323\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"source_record\":{\"entity_id\":\"191666e0-7f9a-3bc8-b3b6-7720149702bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"AFRICAN 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