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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JEFF KRITZMAN is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JIALIN LIU is recorded teaching in Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"XIANG ZHENG is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_26a3253bb559893e7f2e983f","course_id":"LIS 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You can tell he cares about the material learn and I actually learned a lot. You do have to put in some effort to really understand and get the concepts but the quizzes and assignments are easy if you go to class and follow the demonstrations in class.\",\"course_id\":\"LIS 407\",\"date\":\"2025-12-11 23:13:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f03d02120bae1832076635fb\",\"instructor_id\":\"rmp:3112044\",\"instructor_name\":\"Xiang Zheng\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\"},{\"comment\":\"Good prof overall. His lectures weren't amazing or anything, but they got the job done. Would stay after class to help students/answer questions basically every time. Seems like a nice guy. Class was easy if you do your HW on time.L\",\"course_id\":\"LIS 407\",\"date\":\"2025-07-23 17:46:06 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"94d87a838ef4faf4bcedb28e\",\"instructor_id\":\"rmp:3112044\",\"instructor_name\":\"Xiang Zheng\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxNTE5MzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\"}],\"evidence_count\":2,\"review_ids\":[\"f03d02120bae1832076635fb\",\"94d87a838ef4faf4bcedb28e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3112044\",\"name\":\"Xiang Zheng\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring and effective teachers who explain concepts well.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Xiang is a overall good teacher. You can tell he cares about the material learn and I actually learned a lot. You do have to put in some effort to really understand and get the concepts but the quizzes and assignments are easy if you go to class and follow the demonstrations in class.\",\"course_id\":\"LIS 407\",\"date\":\"2025-12-11 23:13:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f03d02120bae1832076635fb\",\"instructor_id\":\"rmp:3112044\",\"instructor_name\":\"Xiang Zheng\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\"},{\"comment\":\"Good prof overall. His lectures weren't amazing or anything, but they got the job done. Would stay after class to help students/answer questions basically every time. Seems like a nice guy. Class was easy if you do your HW on time.L\",\"course_id\":\"LIS 407\",\"date\":\"2025-07-23 17:46:06 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"94d87a838ef4faf4bcedb28e\",\"instructor_id\":\"rmp:3112044\",\"instructor_name\":\"Xiang Zheng\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxNTE5MzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\"}],\"evidence_count\":2,\"review_ids\":[\"f03d02120bae1832076635fb\",\"94d87a838ef4faf4bcedb28e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3112044\",\"name\":\"Xiang Zheng\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Quizzes and assignments are considered easy, especially if students attend class and follow demonstrations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Good prof overall. His lectures weren't amazing or anything, but they got the job done. 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You can tell he cares about the material learn and I actually learned a lot. You do have to put in some effort to really understand and get the concepts but the quizzes and assignments are easy if you go to class and follow the demonstrations in class.\",\"course_id\":\"LIS 407\",\"date\":\"2025-12-11 23:13:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f03d02120bae1832076635fb\",\"instructor_id\":\"rmp:3112044\",\"instructor_name\":\"Xiang Zheng\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\"}],\"evidence_count\":3,\"review_ids\":[\"faaeebff81f02b109c602ffa\",\"94d87a838ef4faf4bcedb28e\",\"f03d02120bae1832076635fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3108909\",\"name\":\"Jeffrey Kritzman\"},{\"id\":\"rmp:3112044\",\"name\":\"Xiang Zheng\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Overall positive sentiment with instructors rated highly for quality and helpfulness.\"}]}","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_26a3253bb559893e7f2e983f","course_id":"LIS 407","catalog_version_id":"3cfeb68a743c3901c18697899514b82b613b25f5652aa0fce6c28c34e73a6b9f","record_version_id":"ae8aa1ed9d2065aa378d43049523544d8848f6b10d53aaf5109060dc15ffd0bc","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"d96e6d8e726fd2eeed19323116a8d68aa830e02889173f7ace096f4a591b6cfc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"346b32416c3e0514e7e0e470f9df8f18f56945434393a0d891326f61719bd4f1\",\"course_id\":\"LIS 407\",\"current_instructors\":[{\"instructor_uid\":\"instructor_dcca9dbcfba830c2f365d283\",\"message\":\"No course-specific reviews available\",\"name\":\"Chaoqun Ni\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.48 GPA, 75.0% A/AB (n=24 letter grades); Spring 2024: 3.69 GPA, 83.3% A/AB (n=42 letter grades); Fall 2025: 3.66 GPA, 86.0% A/AB (n=86 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_08ac4c2d19c02ccab77b7630\",\"message\":\"No course-specific reviews available\",\"name\":\"Jialin Liu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.65 GPA, 81.4% A/AB (n=86 letter grades); Fall 2025: 3.66 GPA, 86.0% A/AB (n=86 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-07-23 17:46:06 +0000 UTC\",\"review_id\":\"94d87a838ef4faf4bcedb28e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQxNTE5MzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-12-11 23:13:30 +0000 UTC\",\"review_id\":\"f03d02120bae1832076635fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"}],\"text\":\"Historical reviews of Xiang Zheng: Workload is manageable if students complete homework on time and attend class to follow demonstrations, though understanding concepts requires effort.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jeffrey Kritzman\",\"review_date\":\"2025-06-19 20:12:31 +0000 UTC\",\"review_id\":\"faaeebff81f02b109c602ffa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3108909\",\"source_review_id\":\"UmF0aW5nLTQxNDQ3NTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3108909\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-07-23 17:46:06 +0000 UTC\",\"review_id\":\"94d87a838ef4faf4bcedb28e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQxNTE5MzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-12-11 23:13:30 +0000 UTC\",\"review_id\":\"f03d02120bae1832076635fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"}],\"text\":\"No reviews exist for current instructors Chaoqun Ni or Jialin Liu. Historical reviews for Jeffrey Kritzman and Xiang Zheng describe generally positive experiences with clear instruction and helpfulness, though Kritzman was noted as repetitive with readings.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jeffrey Kritzman\",\"review_date\":\"2025-06-19 20:12:31 +0000 UTC\",\"review_id\":\"faaeebff81f02b109c602ffa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3108909\",\"source_review_id\":\"UmF0aW5nLTQxNDQ3NTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3108909\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-07-23 17:46:06 +0000 UTC\",\"review_id\":\"94d87a838ef4faf4bcedb28e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQxNTE5MzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-12-11 23:13:30 +0000 UTC\",\"review_id\":\"f03d02120bae1832076635fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"}],\"text\":\"Historical reviews describe the course as easy and enjoyable, with supportive instructors and engaging projects, though some note repetitive readings.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.64 GPA, 82.0% A/AB (n=128 letter grades); Fall 2025: 3.57 GPA, 82.1% A/AB (n=156 letter grades); Spring 2026: 3.43 GPA, 73.6% A/AB (n=121 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jeffrey Kritzman\",\"review_date\":\"2025-06-19 20:12:31 +0000 UTC\",\"review_id\":\"faaeebff81f02b109c602ffa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3108909\",\"source_review_id\":\"UmF0aW5nLTQxNDQ3NTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3108909\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-07-23 17:46:06 +0000 UTC\",\"review_id\":\"94d87a838ef4faf4bcedb28e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQxNTE5MzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"},{\"instructor_name\":\"Xiang Zheng\",\"review_date\":\"2025-12-11 23:13:30 +0000 UTC\",\"review_id\":\"f03d02120bae1832076635fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3112044\",\"source_review_id\":\"UmF0aW5nLTQyMTkxMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3112044\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jeffrey Kritzman, Xiang Zheng: Students appreciate unique projects and instructors who stay after class to answer questions, though one reviewer found assigned readings repetitive.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"CHAOQUN NI is recorded teaching in Spring 2023, Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JEFF KRITZMAN is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JIALIN LIU is recorded teaching in Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 407\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"source_record\":{\"entity_id\":\"c43ebee5-1a95-3f09-b9fc-16e53243b128\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"XIANG ZHENG is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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}]