[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d78749836bcefa732e27433b357de7bd05e34ae70790c76ae7d723a0f597881e","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d78749836bcefa732e27433b357de7bd05e34ae70790c76ae7d723a0f597881e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"information technology\",\"information management\",\"digital publishing\",\"digital preservation\",\"social history of information\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Exploration of information technology and information management subjects.\"}],\"text\":\"LIS 341 explores information technology and management topics such as digital productivity, publishing, and preservation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"A Social History of Information Infrastructure\"}],\"text\":\"Social History of Information Infrastructure\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Productivity Tools and Debates\"}],\"text\":\"Digital Productivity Tools and Debates\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Publishing Standards and Tools\"}],\"text\":\"Digital Publishing Standards and Tools\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Preservation\"}],\"text\":\"Digital Preservation\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d78749836bcefa732e27433b357de7bd05e34ae70790c76ae7d723a0f597881e","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5a494303b562d7304b89b0e01913a72a2d97cbbf118960bd5097622cb1d82354","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5a494303b562d7304b89b0e01913a72a2d97cbbf118960bd5097622cb1d82354","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"information technology\",\"information management\",\"digital publishing\",\"digital preservation\",\"social history of information\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Exploration of information technology and information management subjects.\"}],\"text\":\"LIS 341 explores information technology and management topics such as digital productivity, publishing, and preservation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"A Social History of Information Infrastructure\"}],\"text\":\"Social History of Information Infrastructure\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Productivity Tools and Debates\"}],\"text\":\"Digital Productivity Tools and Debates\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Publishing Standards and Tools\"}],\"text\":\"Digital Publishing Standards and Tools\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Preservation\"}],\"text\":\"Digital Preservation\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5a494303b562d7304b89b0e01913a72a2d97cbbf118960bd5097622cb1d82354","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He always replies our questions very quickly, and he is good at explaining things. However, this course is kind of hard for me since I have no programming exprience about text mining.\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-01 08:13:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ddf6964a84d6277a5faac22c\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":1,\"review_ids\":[\"ddf6964a84d6277a5faac22c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Instructor is good at explaining things and replies to questions quickly.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I took two courses with him this semester, and I personally like him so much!! I'd say he is one of the best professors I've ever met at UW-Madison. If you want to learn more about the materials, he could provide much more information and help. If you just want to pass the course, it's quite easy to pass! Highly recommend!!!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-20 20:40:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"05824126b34e2ff1ee6e72ec\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"},{\"comment\":\"This is one of my favorite classes! I've loved every class with this prof even though the subjects aren't something I'd usually like. Very easy class to learn new tech tools without having the stress of STEM class teaching styles. Prof is very accessible and well versed in the subject, and he's very understanding with his students. A good one!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-27 02:16:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ab4a4ea79261bf4c357eefc3\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":2,\"review_ids\":[\"05824126b34e2ff1ee6e72ec\",\"ab4a4ea79261bf4c357eefc3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Students highly recommend the professor, describing him as one of the best and very accessible.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I took two courses with him this semester, and I personally like him so much!! I'd say he is one of the best professors I've ever met at UW-Madison. If you want to learn more about the materials, he could provide much more information and help. If you just want to pass the course, it's quite easy to pass! Highly recommend!!!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-20 20:40:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"05824126b34e2ff1ee6e72ec\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"},{\"comment\":\"This is one of my favorite classes! I've loved every class with this prof even though the subjects aren't something I'd usually like. Very easy class to learn new tech tools without having the stress of STEM class teaching styles. Prof is very accessible and well versed in the subject, and he's very understanding with his students. A good one!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-27 02:16:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ab4a4ea79261bf4c357eefc3\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":2,\"review_ids\":[\"05824126b34e2ff1ee6e72ec\",\"ab4a4ea79261bf4c357eefc3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered easy to pass and lacks the stress typical of STEM classes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He always replies our questions very quickly, and he is good at explaining things. However, this course is kind of hard for me since I have no programming exprience about text mining.\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-01 08:13:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ddf6964a84d6277a5faac22c\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":1,\"review_ids\":[\"ddf6964a84d6277a5faac22c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The course can be hard for students with no programming experience in text mining.\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ed04b9110939a1c0a1367231a1ae97883b9a53856bf8653c51f5adaae4f7f101","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ed04b9110939a1c0a1367231a1ae97883b9a53856bf8653c51f5adaae4f7f101","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"information technology\",\"information management\",\"digital publishing\",\"digital preservation\",\"social history of information\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Exploration of information technology and information management subjects.\"}],\"text\":\"LIS 341 explores information technology and management topics such as digital productivity, publishing, and preservation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"A Social History of Information Infrastructure\"}],\"text\":\"Social History of Information Infrastructure\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Productivity Tools and Debates\"}],\"text\":\"Digital Productivity Tools and Debates\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Publishing Standards and Tools\"}],\"text\":\"Digital Publishing Standards and Tools\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Preservation\"}],\"text\":\"Digital Preservation\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ed04b9110939a1c0a1367231a1ae97883b9a53856bf8653c51f5adaae4f7f101","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fd59bb0b9a07304b0a63d862bdd6f12b379ffe10acde9a1d4d776f947ae42044","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fd59bb0b9a07304b0a63d862bdd6f12b379ffe10acde9a1d4d776f947ae42044","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"information technology\",\"information management\",\"digital publishing\",\"digital preservation\",\"social history of information\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Exploration of information technology and information management subjects.\"}],\"text\":\"LIS 341 explores information technology and management topics such as digital productivity, publishing, and preservation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"A Social History of Information Infrastructure\"}],\"text\":\"Social History of Information Infrastructure\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Productivity Tools and Debates\"}],\"text\":\"Digital Productivity Tools and Debates\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Publishing Standards and Tools\"}],\"text\":\"Digital Publishing Standards and Tools\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Preservation\"}],\"text\":\"Digital Preservation\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fd59bb0b9a07304b0a63d862bdd6f12b379ffe10acde9a1d4d776f947ae42044","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He always replies our questions very quickly, and he is good at explaining things. However, this course is kind of hard for me since I have no programming exprience about text mining.\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-01 08:13:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ddf6964a84d6277a5faac22c\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":1,\"review_ids\":[\"ddf6964a84d6277a5faac22c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Instructor is good at explaining things and replies to questions quickly.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I took two courses with him this semester, and I personally like him so much!! I'd say he is one of the best professors I've ever met at UW-Madison. If you want to learn more about the materials, he could provide much more information and help. If you just want to pass the course, it's quite easy to pass! Highly recommend!!!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-20 20:40:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"05824126b34e2ff1ee6e72ec\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"},{\"comment\":\"This is one of my favorite classes! I've loved every class with this prof even though the subjects aren't something I'd usually like. Very easy class to learn new tech tools without having the stress of STEM class teaching styles. Prof is very accessible and well versed in the subject, and he's very understanding with his students. A good one!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-27 02:16:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ab4a4ea79261bf4c357eefc3\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":2,\"review_ids\":[\"05824126b34e2ff1ee6e72ec\",\"ab4a4ea79261bf4c357eefc3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Students highly recommend the professor, describing him as one of the best and very accessible.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I took two courses with him this semester, and I personally like him so much!! I'd say he is one of the best professors I've ever met at UW-Madison. If you want to learn more about the materials, he could provide much more information and help. If you just want to pass the course, it's quite easy to pass! Highly recommend!!!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-20 20:40:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"05824126b34e2ff1ee6e72ec\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"},{\"comment\":\"This is one of my favorite classes! I've loved every class with this prof even though the subjects aren't something I'd usually like. Very easy class to learn new tech tools without having the stress of STEM class teaching styles. Prof is very accessible and well versed in the subject, and he's very understanding with his students. A good one!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-27 02:16:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ab4a4ea79261bf4c357eefc3\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":2,\"review_ids\":[\"05824126b34e2ff1ee6e72ec\",\"ab4a4ea79261bf4c357eefc3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered easy to pass and lacks the stress typical of STEM classes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He always replies our questions very quickly, and he is good at explaining things. However, this course is kind of hard for me since I have no programming exprience about text mining.\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-01 08:13:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ddf6964a84d6277a5faac22c\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":1,\"review_ids\":[\"ddf6964a84d6277a5faac22c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The course can be hard for students with no programming experience in text mining.\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fd59bb0b9a07304b0a63d862bdd6f12b379ffe10acde9a1d4d776f947ae42044","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"e35d074ab2ca01ac1da8521d17de5b8bb7e776928c455fb27bbaa008c05aa058\",\"course_id\":\"LIS 341\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2020: 3.74 GPA, 82.4% A/AB (n=17 letter grades); Fall 2020: 3.81 GPA, 93.8% A/AB (n=16 letter grades); Fall 2021: 3.93 GPA, 96.7% A/AB (n=30 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"JIEPU JIANG is recorded teaching in Fall 2020. 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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8ee4e9d460b433422cf64a6a0f0cc81c98aa8274f27231330935ec6f56f1d977","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8ee4e9d460b433422cf64a6a0f0cc81c98aa8274f27231330935ec6f56f1d977","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"information technology\",\"information management\",\"digital publishing\",\"digital preservation\",\"social history of information\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Exploration of information technology and information management subjects.\"}],\"text\":\"LIS 341 explores information technology and management topics such as digital productivity, publishing, and preservation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"A Social History of Information Infrastructure\"}],\"text\":\"Social History of Information Infrastructure\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Productivity Tools and Debates\"}],\"text\":\"Digital Productivity Tools and Debates\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Publishing Standards and Tools\"}],\"text\":\"Digital Publishing Standards and Tools\"},{\"evidence\":[{\"course_id\":\"LIS 341\",\"field\":\"description\",\"quote\":\"Digital Preservation\"}],\"text\":\"Digital Preservation\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8ee4e9d460b433422cf64a6a0f0cc81c98aa8274f27231330935ec6f56f1d977","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He always replies our questions very quickly, and he is good at explaining things. However, this course is kind of hard for me since I have no programming exprience about text mining.\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-01 08:13:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ddf6964a84d6277a5faac22c\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":1,\"review_ids\":[\"ddf6964a84d6277a5faac22c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Instructor is good at explaining things and replies to questions quickly.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I took two courses with him this semester, and I personally like him so much!! I'd say he is one of the best professors I've ever met at UW-Madison. If you want to learn more about the materials, he could provide much more information and help. If you just want to pass the course, it's quite easy to pass! Highly recommend!!!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-20 20:40:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"05824126b34e2ff1ee6e72ec\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"},{\"comment\":\"This is one of my favorite classes! I've loved every class with this prof even though the subjects aren't something I'd usually like. Very easy class to learn new tech tools without having the stress of STEM class teaching styles. Prof is very accessible and well versed in the subject, and he's very understanding with his students. A good one!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-27 02:16:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ab4a4ea79261bf4c357eefc3\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":2,\"review_ids\":[\"05824126b34e2ff1ee6e72ec\",\"ab4a4ea79261bf4c357eefc3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Students highly recommend the professor, describing him as one of the best and very accessible.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I took two courses with him this semester, and I personally like him so much!! I'd say he is one of the best professors I've ever met at UW-Madison. If you want to learn more about the materials, he could provide much more information and help. If you just want to pass the course, it's quite easy to pass! Highly recommend!!!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-20 20:40:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"05824126b34e2ff1ee6e72ec\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"},{\"comment\":\"This is one of my favorite classes! I've loved every class with this prof even though the subjects aren't something I'd usually like. Very easy class to learn new tech tools without having the stress of STEM class teaching styles. Prof is very accessible and well versed in the subject, and he's very understanding with his students. A good one!\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-27 02:16:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ab4a4ea79261bf4c357eefc3\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":2,\"review_ids\":[\"05824126b34e2ff1ee6e72ec\",\"ab4a4ea79261bf4c357eefc3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered easy to pass and lacks the stress typical of STEM classes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He always replies our questions very quickly, and he is good at explaining things. However, this course is kind of hard for me since I have no programming exprience about text mining.\",\"course_id\":\"LIS 341\",\"date\":\"2021-04-01 08:13:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ddf6964a84d6277a5faac22c\",\"instructor_id\":\"rmp:2651839\",\"instructor_name\":\"Jiepu Jiang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\"}],\"evidence_count\":1,\"review_ids\":[\"ddf6964a84d6277a5faac22c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2651839\",\"name\":\"Jiepu Jiang\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The course can be hard for students with no programming experience in text mining.\"}]}","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_831c38476bce7f8ef4a597d0","course_id":"LIS 341","catalog_version_id":"19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281","record_version_id":"ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8ee4e9d460b433422cf64a6a0f0cc81c98aa8274f27231330935ec6f56f1d977","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e35d074ab2ca01ac1da8521d17de5b8bb7e776928c455fb27bbaa008c05aa058\",\"course_id\":\"LIS 341\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-01 08:13:16 +0000 UTC\",\"review_id\":\"ddf6964a84d6277a5faac22c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-20 20:40:34 +0000 UTC\",\"review_id\":\"05824126b34e2ff1ee6e72ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-27 02:16:07 +0000 UTC\",\"review_id\":\"ab4a4ea79261bf4c357eefc3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jiepu Jiang: Reviewers characterized the course as easy to pass and low-stress compared to typical STEM classes. One student found it hard due to a lack of programming experience in text mining.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-01 08:13:16 +0000 UTC\",\"review_id\":\"ddf6964a84d6277a5faac22c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-20 20:40:34 +0000 UTC\",\"review_id\":\"05824126b34e2ff1ee6e72ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-27 02:16:07 +0000 UTC\",\"review_id\":\"ab4a4ea79261bf4c357eefc3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jiepu Jiang: Jiepu Jiang receives high praise for being accessible, responsive, and effective at explaining course material. Reviewers describe him as well-versed and understanding, with one calling him one of the best professors at UW-Madison. However, the course content itself is noted as challenging for students lacking programming experience in text mining.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-01 08:13:16 +0000 UTC\",\"review_id\":\"ddf6964a84d6277a5faac22c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-20 20:40:34 +0000 UTC\",\"review_id\":\"05824126b34e2ff1ee6e72ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-27 02:16:07 +0000 UTC\",\"review_id\":\"ab4a4ea79261bf4c357eefc3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"}],\"text\":\"Historical reviews for Jiepu Jiang describe a highly accessible and well-versed instructor who explains concepts clearly and supports student learning. Students found the course easy to pass and enjoyable, though one noted difficulty without prior programming experience.\"},{\"citations\":[{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2020: 3.74 GPA, 82.4% A/AB (n=17 letter grades); Fall 2020: 3.81 GPA, 93.8% A/AB (n=16 letter grades); Fall 2021: 3.93 GPA, 96.7% A/AB (n=30 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-01 08:13:16 +0000 UTC\",\"review_id\":\"ddf6964a84d6277a5faac22c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NDk2MzU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-20 20:40:34 +0000 UTC\",\"review_id\":\"05824126b34e2ff1ee6e72ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NTg0ODM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"},{\"instructor_name\":\"Jiepu Jiang\",\"review_date\":\"2021-04-27 02:16:07 +0000 UTC\",\"review_id\":\"ab4a4ea79261bf4c357eefc3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2651839\",\"source_review_id\":\"UmF0aW5nLTM0NjMxNTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2651839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jiepu Jiang: Students praised the instructor's quick responses to questions and understanding nature. The class was described as a favorite for learning new tech tools without the stress of traditional STEM teaching styles.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 341\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"source_record\":{\"entity_id\":\"3c52095a-26bc-3c9b-8377-aa6af4a6006b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"JIEPU JIANG is recorded teaching in Fall 2020. 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}]