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For a source reference absent from linked_courses, use kind=condition, course=null, condition=<verbatim source clause>, children=[], and needs_review with an explanatory note. Allowed course references: [].\nNode n9: evidence '452' must quote an exact source substring.\nNode n9: course {'course_number': 452, 'minimum_grade': None, 'subjects': ['ART'], 'timing': 'prior'} is absent from the source links (linked_courses). Standing, declared programs, and subject credit counts are condition nodes, not courses. Never invent course 0. For a source reference absent from linked_courses, use kind=condition, course=null, condition=<verbatim source clause>, children=[], and needs_review with an explanatory note. Allowed course references: [].\nNode n10: evidence '512' must quote an exact source substring.\nNode n10: course {'course_number': 512, 'minimum_grade': None, 'subjects': ['ART'], 'timing': 'prior'} is absent from the source links (linked_courses). Standing, declared programs, and subject credit counts are condition nodes, not courses. Never invent course 0. For a source reference absent from linked_courses, use kind=condition, course=null, condition=<verbatim source clause>, children=[], and needs_review with an explanatory note. Allowed course references: [].\nNode n11: evidence '522' must quote an exact source substring.\nNode n11: course {'course_number': 522, 'minimum_grade': None, 'subjects': ['ART'], 'timing': 'prior'} is absent from the source links (linked_courses). Standing, declared programs, and subject credit counts are condition nodes, not courses. Never invent course 0. For a source reference absent from linked_courses, use kind=condition, course=null, condition=<verbatim source clause>, children=[], and needs_review with an explanatory note. 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622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Spring 2025: 3.79 GPA, 83.3% A/AB (n=12 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=12 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.78 GPA, 82.6% A/AB (n=23 letter grades); Fall 2025: 3.96 GPA, 100.0% A/AB (n=26 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=24 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"FREDERICK STONEHOUSE is recorded teaching in Fall 2010, Spring 2011, Spring 2013, Fall 2013, Spring 2015, Fall 2015, Spring 2018, Fall 2018, Spring 2020, Fall 2020, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ART 622\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"source_record\":{\"entity_id\":\"ea79afbe-ad1f-3cbe-ab5a-7ebb7d8732ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LESLIE SMITH III is recorded teaching in Fall 2012, Spring 2013, Spring 2014, Fall 2015, Spring 2016, Spring 2019, Fall 2019, Fall 2021, Spring 2022, Fall 2023, Fall 2024, Spring 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":false}]