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If your question is a little basic, he gets fairly annoyed fairly fast.\",\"course_id\":\"CHEM 654\",\"date\":\"2015-03-19 15:46:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7aa8af74dc31c1c1485d9f5e\",\"instructor_id\":\"rmp:891655\",\"instructor_name\":\"Mahesh Mahanthappa\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0NDc4MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/891655\"}],\"evidence_count\":1,\"review_ids\":[\"7aa8af74dc31c1c1485d9f5e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:891655\",\"name\":\"Mahesh Mahanthappa\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures are outstanding, but the instructor's personality can be condescending and nasty, especially when students ask basic questions or fail to meet high expectations.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"His lectures are outstanding! However, his in office personality could use a bit of work. He holds high expectations and if you don't meet those expectations, he has a tendency to turn condescending and nasty. The same personality trait holds when asking for help. If your question is a little basic, he gets fairly annoyed fairly fast.\",\"course_id\":\"CHEM 654\",\"date\":\"2015-03-19 15:46:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7aa8af74dc31c1c1485d9f5e\",\"instructor_id\":\"rmp:891655\",\"instructor_name\":\"Mahesh Mahanthappa\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0NDc4MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/891655\"}],\"evidence_count\":1,\"review_ids\":[\"7aa8af74dc31c1c1485d9f5e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:891655\",\"name\":\"Mahesh Mahanthappa\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"High difficulty and high expectations, with a teaching style that can be off-putting due to the instructor's attitude towards students who struggle or ask for help.\"}]}","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_f6dcecda2dcdae42619e98f8","course_id":"CHEM 654","catalog_version_id":"c41b715d9a0117cb06c16c22c99ebc5f9f80483424a382b1a1dbe470bfe849e6","record_version_id":"4f9cafaa73d5c97c7f811cfa75fcc3261b4e1fc836aabc63dd9a16d3fdde0cff","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"40fc653f672ea8eef0849db66570fae7dd6a613ad1fc4b5a4d3492695ca89154","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cd2eee2821d28e6c3d880f84a588f88e17da7e9eb59f247337bdc778a7c81c70\",\"course_id\":\"CHEM 654\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mahesh Mahanthappa\",\"review_date\":\"2015-03-19 15:46:42 +0000 UTC\",\"review_id\":\"7aa8af74dc31c1c1485d9f5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:891655\",\"source_review_id\":\"UmF0aW5nLTI0NDc4MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/891655\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mahesh Mahanthappa: The course is rated as very difficult, with high expectations that require students to avoid asking basic questions to prevent negative reactions from the instructor.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mahesh Mahanthappa\",\"review_date\":\"2015-03-19 15:46:42 +0000 UTC\",\"review_id\":\"7aa8af74dc31c1c1485d9f5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:891655\",\"source_review_id\":\"UmF0aW5nLTI0NDc4MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/891655\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mahesh Mahanthappa: Mahesh Mahanthappa delivers outstanding lectures but is criticized for a condescending and nasty demeanor when students fail to meet his high expectations. Reviewers note he becomes annoyed quickly, particularly when asked basic questions in office hours.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mahesh Mahanthappa\",\"review_date\":\"2015-03-19 15:46:42 +0000 UTC\",\"review_id\":\"7aa8af74dc31c1c1485d9f5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:891655\",\"source_review_id\":\"UmF0aW5nLTI0NDc4MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/891655\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mahesh Mahanthappa: Mahesh Mahanthappa delivers outstanding lectures but maintains a difficult interpersonal dynamic, becoming condescending when students fail to meet his high expectations or ask basic questions.\"},{\"citations\":[{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.96 GPA, 100.0% A/AB (n=24 letter grades); Spring 2025: 3.87 GPA, 92.3% A/AB (n=26 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=31 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mahesh Mahanthappa\",\"review_date\":\"2015-03-19 15:46:42 +0000 UTC\",\"review_id\":\"7aa8af74dc31c1c1485d9f5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:891655\",\"source_review_id\":\"UmF0aW5nLTI0NDc4MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/891655\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mahesh Mahanthappa: While the lectures are praised as outstanding, the experience is frustrating due to the instructor's tendency to become annoyed and nasty when students seek help.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CHEM 654\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"source_record\":{\"entity_id\":\"9ceb544c-99a3-3513-8456-dae6c5a73a8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"MAHESH MAHANTHAPPA is recorded teaching in Spring 2007, Spring 2009, Fall 2010, Fall 2012, Fall 2014. 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":true}]