[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5a21daa8cea0c1d7d7ac178a6a9be2faedc9bfe38c9498c67515310028b5e0cf","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Senior standing is a condition, not a linked course.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2; connect all conditions and exclusions to the root.","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5a21daa8cea0c1d7d7ac178a6a9be2faedc9bfe38c9498c67515310028b5e0cf","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"water treatment plant design\",\"groundwater treatment\",\"unit operations water treatment\",\"environmental engineering design\",\"water quality engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"project control of design project\"}],\"text\":\"Project control of design projects\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"preliminary cost estimates\"}],\"text\":\"Preliminary cost estimation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"introduction of computer-aided design concept\"}],\"text\":\"Computer-aided design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"title\",\"quote\":\"WATER TREATMENT PLANT DESIGN\"},{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"Preliminary studies and design of water treatment processes and subordinate plant facilities\"}],\"text\":\"CIVENGR 428: WATER TREATMENT PLANT DESIGN covers preliminary studies and design of water treatment processes and plant facilities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"unit operations in water treatment\"}],\"text\":\"Unit operations in water treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"groundwater treatment\"}],\"text\":\"Groundwater treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"site visits to water treatment plants\"}],\"text\":\"Site visits to water treatment plants\"}]}","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5a21daa8cea0c1d7d7ac178a6a9be2faedc9bfe38c9498c67515310028b5e0cf","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"97be58443a88fa983d770438d8bae6448eccf73c00cfe301aa49f57f6f11d2e2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"97be58443a88fa983d770438d8bae6448eccf73c00cfe301aa49f57f6f11d2e2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"water treatment plant design\",\"groundwater treatment\",\"unit operations water treatment\",\"environmental engineering design\",\"water quality engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"project control of design project\"}],\"text\":\"Project control of design projects\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"preliminary cost estimates\"}],\"text\":\"Preliminary cost estimation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"introduction of computer-aided design concept\"}],\"text\":\"Computer-aided design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"title\",\"quote\":\"WATER TREATMENT PLANT DESIGN\"},{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"Preliminary studies and design of water treatment processes and subordinate plant facilities\"}],\"text\":\"CIVENGR 428: WATER TREATMENT PLANT DESIGN covers preliminary studies and design of water treatment processes and plant facilities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"unit operations in water treatment\"}],\"text\":\"Unit operations in water treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"groundwater treatment\"}],\"text\":\"Groundwater treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"site visits to water treatment plants\"}],\"text\":\"Site visits to water treatment plants\"}]}","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"97be58443a88fa983d770438d8bae6448eccf73c00cfe301aa49f57f6f11d2e2","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":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bc8cff1bccd7c5ecbcc444b7f5038e808a525c29094a1dfc19290fe2189db329","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bc8cff1bccd7c5ecbcc444b7f5038e808a525c29094a1dfc19290fe2189db329","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"water treatment plant design\",\"groundwater treatment\",\"unit operations water treatment\",\"environmental engineering design\",\"water quality engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"project control of design project\"}],\"text\":\"Project control of design projects\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"preliminary cost estimates\"}],\"text\":\"Preliminary cost estimation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"introduction of computer-aided design concept\"}],\"text\":\"Computer-aided design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"title\",\"quote\":\"WATER TREATMENT PLANT DESIGN\"},{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"Preliminary studies and design of water treatment processes and subordinate plant facilities\"}],\"text\":\"CIVENGR 428: WATER TREATMENT PLANT DESIGN covers preliminary studies and design of water treatment processes and plant facilities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"unit operations in water treatment\"}],\"text\":\"Unit operations in water treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"groundwater treatment\"}],\"text\":\"Groundwater treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"site visits to water treatment plants\"}],\"text\":\"Site visits to water treatment plants\"}]}","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bc8cff1bccd7c5ecbcc444b7f5038e808a525c29094a1dfc19290fe2189db329","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"25ff0094d8636194a997eb30fe2b5ef423de777075336815546fdeec958ad27b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"25ff0094d8636194a997eb30fe2b5ef423de777075336815546fdeec958ad27b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"water treatment plant design\",\"groundwater treatment\",\"unit operations water treatment\",\"environmental engineering design\",\"water quality engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"project control of design project\"}],\"text\":\"Project control of design projects\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"preliminary cost estimates\"}],\"text\":\"Preliminary cost estimation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"introduction of computer-aided design concept\"}],\"text\":\"Computer-aided design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"title\",\"quote\":\"WATER TREATMENT PLANT DESIGN\"},{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"Preliminary studies and design of water treatment processes and subordinate plant facilities\"}],\"text\":\"CIVENGR 428: WATER TREATMENT PLANT DESIGN covers preliminary studies and design of water treatment processes and plant facilities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"unit operations in water treatment\"}],\"text\":\"Unit operations in water treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"groundwater treatment\"}],\"text\":\"Groundwater treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 428\",\"field\":\"description\",\"quote\":\"site visits to water treatment plants\"}],\"text\":\"Site visits to water treatment plants\"}]}","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_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"25ff0094d8636194a997eb30fe2b5ef423de777075336815546fdeec958ad27b","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d8813672d049ded76daf0b55","course_id":"CIVENGR 428","catalog_version_id":"6f75957ba3c0306f2fe7282055e03347e8b323671cafc2c331030765daea73e6","record_version_id":"e571c78a37bbaf125880a48c13842b5be884f1c3f5146eb022a7e69e81b20f53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"25ff0094d8636194a997eb30fe2b5ef423de777075336815546fdeec958ad27b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0e2516c234d643e0649c58a5d73e31e370d4a34b91a5ed98958cd8b2b1acf963\",\"course_id\":\"CIVENGR 428\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 428\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"87bd1b40-2dd2-3ffb-856a-1b650f557e92\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 428\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"87bd1b40-2dd2-3ffb-856a-1b650f557e92\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 428\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"87bd1b40-2dd2-3ffb-856a-1b650f557e92\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=36 letter grades); Spring 2025: 3.92 GPA, 92.1% A/AB (n=38 letter grades); Spring 2026: 3.97 GPA, 100.0% A/AB (n=53 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]