[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"92815132d009ea6f3415b7a6f9734e66d34e41c7dd8814a017cad28848c0bc6a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req-1\",\"req-2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"req-1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of the Pre-Masters Mathematics (Visiting International) Program\",\"course\":null,\"evidence\":\"member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"req-2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"92815132d009ea6f3415b7a6f9734e66d34e41c7dd8814a017cad28848c0bc6a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Familiarity with undergraduate algebra and topologyMATH 541or551) is strongly recommended.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Familiarity with undergraduate algebra and topology\"}],\"search_phrases\":[\"algebraic topology\",\"differential topology\",\"homotopy theory\",\"fundamental group\",\"covering spaces\",\"differentiable manifolds\",\"transversality\",\"compact Lie groups\",\"homological algebra\",\"singular homology\",\"cellular homology\",\"INTRODUCTORY TOPOLOGY I\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology. Elements of homotopy theory, fundamental group, covering spaces.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Introduction to algebraic and differential topology including homotopy theory, fundamental group, and covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Differentiable manifolds, tangent vectors, regular values, transversality, and compact Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, and calculations for surfaces, spheres, and projective spaces\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"title\",\"quote\":\"INTRODUCTORY TOPOLOGY I\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology. Elements of homotopy theory, fundamental group, covering spaces. Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups. Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Introductory Topology I covers algebraic and differential topology, including homotopy theory, differentiable manifolds, and homological algebra with calculations for surfaces and projective spaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Algebraic topology: homotopy theory, fundamental group, covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Differential topology: differentiable manifolds, tangent vectors, regular values, transversality, compact Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Homological algebra: chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"92815132d009ea6f3415b7a6f9734e66d34e41c7dd8814a017cad28848c0bc6a","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"92815132d009ea6f3415b7a6f9734e66d34e41c7dd8814a017cad28848c0bc6a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4489f6434f74dc90715eed613c76714a8ee6e9faac163a86b7d1661188c0d7ff\",\"course_id\":\"MATH 751\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 751\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.83 GPA, 96.3% A/AB (n=27 letter grades); Fall 2024: 3.64 GPA, 81.8% A/AB (n=22 letter grades); Fall 2025: 3.81 GPA, 82.8% A/AB (n=29 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1e42fa3848a9ad4f9df3c3ea38110f3eac615173fadebde87fbd60c1dee72a3e","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"course\":null,\"evidence\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1e42fa3848a9ad4f9df3c3ea38110f3eac615173fadebde87fbd60c1dee72a3e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"},{\"course_id\":\"MATH 551\",\"field\":\"description\",\"quote\":\"Topological spaces, connectedness, compactness, separation axioms, metric spaces.\"}],\"text\":\"Undergraduate algebra and topology\"}],\"search_phrases\":[\"algebraic topology\",\"differential topology\",\"homotopy theory\",\"manifolds\",\"homology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology.\"}],\"text\":\"Introduction to algebraic and differential topology\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\"}],\"text\":\"Homotopy theory and covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\"}],\"text\":\"Differentiable manifolds and transversality\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\"}],\"text\":\"Homological algebra and homology calculations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"title\",\"quote\":\"INTRODUCTORY TOPOLOGY I\"},{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology.\"}],\"text\":\"MATH 751 introduces algebraic and differential topology, covering homotopy, manifolds, and homology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\"}],\"text\":\"Homotopy theory and fundamental group\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\"}],\"text\":\"Differentiable manifolds and Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\"}],\"text\":\"Homological algebra and homology\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1e42fa3848a9ad4f9df3c3ea38110f3eac615173fadebde87fbd60c1dee72a3e","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6e3b77ea8300714ca3fa318f8644529e686dc2502f32a17e356cbf6cce2e4cea","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"course\":null,\"evidence\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6e3b77ea8300714ca3fa318f8644529e686dc2502f32a17e356cbf6cce2e4cea","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"},{\"course_id\":\"MATH 551\",\"field\":\"description\",\"quote\":\"Topological spaces, connectedness, compactness, separation axioms, metric spaces.\"}],\"text\":\"Undergraduate algebra and topology\"}],\"search_phrases\":[\"algebraic topology\",\"differential topology\",\"homotopy theory\",\"manifolds\",\"homology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology.\"}],\"text\":\"Introduction to algebraic and differential topology\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\"}],\"text\":\"Homotopy theory and covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\"}],\"text\":\"Differentiable manifolds and transversality\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\"}],\"text\":\"Homological algebra and homology calculations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"title\",\"quote\":\"INTRODUCTORY TOPOLOGY I\"},{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology.\"}],\"text\":\"MATH 751 introduces algebraic and differential topology, covering homotopy, manifolds, and homology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\"}],\"text\":\"Homotopy theory and fundamental group\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\"}],\"text\":\"Differentiable manifolds and Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\"}],\"text\":\"Homological algebra and homology\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6e3b77ea8300714ca3fa318f8644529e686dc2502f32a17e356cbf6cce2e4cea","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a28409ecea38cbdf5f66309c2beb7e32fff3e1f7993d3f8fcde00e93f556b6d3","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req-1\",\"req-2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"req-1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of the Pre-Masters Mathematics (Visiting International) Program\",\"course\":null,\"evidence\":\"member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"req-2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a28409ecea38cbdf5f66309c2beb7e32fff3e1f7993d3f8fcde00e93f556b6d3","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Familiarity with undergraduate algebra and topologyMATH 541or551) is strongly recommended.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Familiarity with undergraduate algebra and topology\"}],\"search_phrases\":[\"algebraic topology\",\"differential topology\",\"homotopy theory\",\"fundamental group\",\"covering spaces\",\"differentiable manifolds\",\"transversality\",\"compact Lie groups\",\"homological algebra\",\"singular homology\",\"cellular homology\",\"INTRODUCTORY TOPOLOGY I\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology. Elements of homotopy theory, fundamental group, covering spaces.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Introduction to algebraic and differential topology including homotopy theory, fundamental group, and covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Differentiable manifolds, tangent vectors, regular values, transversality, and compact Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, and calculations for surfaces, spheres, and projective spaces\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"title\",\"quote\":\"INTRODUCTORY TOPOLOGY I\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology. Elements of homotopy theory, fundamental group, covering spaces. Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups. Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Introductory Topology I covers algebraic and differential topology, including homotopy theory, differentiable manifolds, and homological algebra with calculations for surfaces and projective spaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Algebraic topology: homotopy theory, fundamental group, covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Differential topology: differentiable manifolds, tangent vectors, regular values, transversality, compact Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Homological algebra: chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"f6fb3c0ab1bc497584d0f962ae1191b82f4e15e252ef6398a1010b8b78f6b0d3","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a28409ecea38cbdf5f66309c2beb7e32fff3e1f7993d3f8fcde00e93f556b6d3","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a9a1b79c96c2e50bbdfa962d22518587e2be9f7b9a8291b33e511b7aff92c113","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"course\":null,\"evidence\":\"Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a9a1b79c96c2e50bbdfa962d22518587e2be9f7b9a8291b33e511b7aff92c113","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"},{\"course_id\":\"MATH 551\",\"field\":\"description\",\"quote\":\"Topological spaces, connectedness, compactness, separation axioms, metric spaces.\"}],\"text\":\"Undergraduate algebra and topology\"}],\"search_phrases\":[\"algebraic topology\",\"differential topology\",\"homotopy theory\",\"manifolds\",\"homology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology.\"}],\"text\":\"Introduction to algebraic and differential topology\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\"}],\"text\":\"Homotopy theory and covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\"}],\"text\":\"Differentiable manifolds and transversality\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\"}],\"text\":\"Homological algebra and homology calculations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"title\",\"quote\":\"INTRODUCTORY TOPOLOGY I\"},{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"An introduction to algebraic and differential topology.\"}],\"text\":\"MATH 751 introduces algebraic and differential topology, covering homotopy, manifolds, and homology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Elements of homotopy theory, fundamental group, covering spaces.\"}],\"text\":\"Homotopy theory and fundamental group\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Differentiable manifolds, tangent vectors, regular values, transversality, examples of compact Lie groups.\"}],\"text\":\"Differentiable manifolds and Lie groups\"},{\"evidence\":[{\"course_id\":\"MATH 751\",\"field\":\"description\",\"quote\":\"Homological algebra, chain complexes, cell complexes, singular and cellular homology, calculations for surfaces, spheres, projective spaces, etc.\"}],\"text\":\"Homological algebra and homology\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a9a1b79c96c2e50bbdfa962d22518587e2be9f7b9a8291b33e511b7aff92c113","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5b6bdfc443b676b16f5eb9d","course_id":"MATH 751","catalog_version_id":"d0fe48ba57549b7ce1e30a2bf53df8b2f0e05a6329d987f1ff88f1fd5e2e8d3c","record_version_id":"ddeb6d269ddad0d33ca3d25ae0cda5b62ab889262f35c2c3b1f8785acc36f8eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a9a1b79c96c2e50bbdfa962d22518587e2be9f7b9a8291b33e511b7aff92c113","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"269e096809fb54b44759991f2cba2dc3fc062f3f0a011d4699fd7551eb2fb040\",\"course_id\":\"MATH 751\",\"current_instructors\":[{\"instructor_uid\":\"instructor_14f5202904355297fd0f984a\",\"message\":\"No course-specific reviews available\",\"name\":\"Laurentiu Maxim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1408142\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2014: 3.58 GPA, 73.7% A/AB (n=19 letter grades); Fall 2021: 3.13 GPA, 50.0% A/AB (n=26 letter grades); Fall 2024: 3.64 GPA, 81.8% A/AB (n=22 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.83 GPA, 96.3% A/AB (n=27 letter grades); Fall 2024: 3.64 GPA, 81.8% A/AB (n=22 letter grades); Fall 2025: 3.81 GPA, 82.8% A/AB (n=29 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 751\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"source_record\":{\"entity_id\":\"98c56f83-4713-353a-b7b5-a5612b5d1262\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"LAURENTIU MAXIM is recorded teaching in Fall 2009, Fall 2010, Fall 2014, Fall 2021, Fall 2024. 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}]