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This single review indicates high quality, though no specific teaching strengths or concerns are detailed beyond this general praise.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Yixuan Li\",\"review_date\":\"2022-12-16 00:06:28 +0000 UTC\",\"review_id\":\"a7a7b81ee328e0113c64ad61\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2807396\",\"source_review_id\":\"UmF0aW5nLTM3MTQ2MTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2807396\",\"type\":\"review\"}],\"text\":\"Historical reviews of Yixuan Li: Yixuan Li is described as great by one reviewer.\"},{\"citations\":[{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.92 GPA, 97.8% A/AB (n=45 letter grades); Fall 2023: 3.90 GPA, 97.1% A/AB (n=34 letter grades); Fall 2025: 3.83 GPA, 91.3% A/AB (n=46 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Yixuan Li\",\"review_date\":\"2022-12-16 00:06:28 +0000 UTC\",\"review_id\":\"a7a7b81ee328e0113c64ad61\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2807396\",\"source_review_id\":\"UmF0aW5nLTM3MTQ2MTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2807396\",\"type\":\"review\"}],\"text\":\"Historical reviews of Yixuan Li: The reviewer rated the course quality highly.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 762\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"source_record\":{\"entity_id\":\"82c5b13f-d167-3820-a856-987ff152f599\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"YIXUAN LI is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2025. 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}]