[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9acb37a56aff4f7d248e1bf071adb65d21b48727bade376c097b4d8dc6db4cb7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":271,\"minimum_grade\":null,\"subjects\":[\"FRENCH\"],\"timing\":\"prior\"},\"evidence\":\"FRENCH 271\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9acb37a56aff4f7d248e1bf071adb65d21b48727bade376c097b4d8dc6db4cb7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"FRENCH 271\",\"field\":\"description\",\"quote\":\"An introduction to reading and analyzing literary works, comics, and film, with special emphasis on the development of writing skills in French.\"},{\"course_id\":\"FRENCH 271\",\"field\":\"requirements_text\",\"quote\":\"FRENCH 228\"}],\"text\":\"Intermediate French language proficiency and writing skills, typically developed in FRENCH 228 and applied in FRENCH 271.\"}],\"search_phrases\":[\"French literature analysis\",\"Francophone culture history\",\"French Revolution to modern era\",\"FRENCH 348 course description\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"Analysis of political, social, intellectual, artistic, and literary developments.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"title\",\"quote\":\"MODERNITY STUDIES\"},{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture, within the time period from the French Revolution to the current era. Taught in French.\"}],\"text\":\"FRENCH 348 introduces political, social, intellectual, artistic, and literary developments in French and Francophone culture from the French Revolution to the present, taught in French.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"French and Francophone culture.\"},{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"from the French Revolution to the current era\"}],\"text\":\"Historical period from the French Revolution to the current era.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9acb37a56aff4f7d248e1bf071adb65d21b48727bade376c097b4d8dc6db4cb7","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d3dea4b3d223460ce8186023108435a9a1c0b8a1e80d26b51cd8e9ae3589402a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":271,\"minimum_grade\":null,\"subjects\":[\"FRENCH\"],\"timing\":\"prior\"},\"evidence\":\"FRENCH 271\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d3dea4b3d223460ce8186023108435a9a1c0b8a1e80d26b51cd8e9ae3589402a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"FRENCH 271\",\"field\":\"description\",\"quote\":\"An introduction to reading and analyzing literary works, comics, and film, with special emphasis on the development of writing skills in French.\"},{\"course_id\":\"FRENCH 271\",\"field\":\"requirements_text\",\"quote\":\"FRENCH 228\"}],\"text\":\"Intermediate French language proficiency and writing skills, typically developed in FRENCH 228 and applied in FRENCH 271.\"}],\"search_phrases\":[\"French literature analysis\",\"Francophone culture history\",\"French Revolution to modern era\",\"FRENCH 348 course description\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"Analysis of political, social, intellectual, artistic, and literary developments.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"title\",\"quote\":\"MODERNITY STUDIES\"},{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture, within the time period from the French Revolution to the current era. Taught in French.\"}],\"text\":\"FRENCH 348 introduces political, social, intellectual, artistic, and literary developments in French and Francophone culture from the French Revolution to the present, taught in French.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"French and Francophone culture.\"},{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"from the French Revolution to the current era\"}],\"text\":\"Historical period from the French Revolution to the current era.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d3dea4b3d223460ce8186023108435a9a1c0b8a1e80d26b51cd8e9ae3589402a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Professor Vatan is described as super nice and caring, encouraging students to ask questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"The course is considered one of the harder French classes, even for fluent speakers, and the professor is a tough grader.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, the professor teaches interesting material.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"56c7c7848ffd7df0d78eef10b3579f94743b4ed44d470764474de9063306996b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":271,\"minimum_grade\":null,\"subjects\":[\"FRENCH\"],\"timing\":\"prior\"},\"evidence\":\"FRENCH 271\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"56c7c7848ffd7df0d78eef10b3579f94743b4ed44d470764474de9063306996b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"FRENCH 271\",\"field\":\"description\",\"quote\":\"An introduction to reading and analyzing literary works, comics, and film, with special emphasis on the development of writing skills in French.\"},{\"course_id\":\"FRENCH 271\",\"field\":\"requirements_text\",\"quote\":\"FRENCH 228\"}],\"text\":\"Intermediate French language proficiency and writing skills, typically developed in FRENCH 228 and applied in FRENCH 271.\"}],\"search_phrases\":[\"French literature analysis\",\"Francophone culture history\",\"French Revolution to modern era\",\"FRENCH 348 course description\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"Analysis of political, social, intellectual, artistic, and literary developments.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"title\",\"quote\":\"MODERNITY STUDIES\"},{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture, within the time period from the French Revolution to the current era. Taught in French.\"}],\"text\":\"FRENCH 348 introduces political, social, intellectual, artistic, and literary developments in French and Francophone culture from the French Revolution to the present, taught in French.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"French and Francophone culture.\"},{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"from the French Revolution to the current era\"}],\"text\":\"Historical period from the French Revolution to the current era.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"56c7c7848ffd7df0d78eef10b3579f94743b4ed44d470764474de9063306996b","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Professor Vatan is described as super nice and caring, encouraging students to ask questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"The course is considered one of the harder French classes, even for fluent speakers, and the professor is a tough grader.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, the professor teaches interesting material.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"56c7c7848ffd7df0d78eef10b3579f94743b4ed44d470764474de9063306996b","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"51bdd861fa43fba7d76e084bf21965657cae8f69072cf9096b596203cafdb960\",\"course_id\":\"FRENCH 348\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9faac1bca68a7938f50b9ca8\",\"message\":\"No course-specific reviews available\",\"name\":\"Jan Miernowski\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:261758\",\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.75 GPA, 85.7% A/AB (n=14 letter grades); Spring 2020: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2026: 3.74 GPA, 82.4% A/AB (n=17 letter grades).\"}]}],\"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\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.74 GPA, 82.4% A/AB (n=17 letter grades); Spring 2025: 3.72 GPA, 95.7% A/AB (n=23 letter grades); Spring 2026: 3.74 GPA, 82.4% A/AB (n=17 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"FLORENCE VATAN is recorded teaching in Spring 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JAN MIERNOWSKI is recorded teaching in Spring 2017, Spring 2018, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"5afa9acd31192dff968986a57b5526c64d8ae565d3ab61a09994487ee91bdd38","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":271,\"minimum_grade\":null,\"subjects\":[\"FRENCH\"],\"timing\":\"prior\"},\"evidence\":\"FRENCH 271\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"5afa9acd31192dff968986a57b5526c64d8ae565d3ab61a09994487ee91bdd38","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"FRENCH 271\",\"field\":\"description\",\"quote\":\"An introduction to reading and analyzing literary works, comics, and film, with special emphasis on the development of writing skills in French.\"},{\"course_id\":\"FRENCH 271\",\"field\":\"requirements_text\",\"quote\":\"FRENCH 228\"}],\"text\":\"Intermediate French language proficiency and writing skills, typically developed in FRENCH 228 and applied in FRENCH 271.\"}],\"search_phrases\":[\"French literature analysis\",\"Francophone culture history\",\"French Revolution to modern era\",\"FRENCH 348 course description\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"Analysis of political, social, intellectual, artistic, and literary developments.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"title\",\"quote\":\"MODERNITY STUDIES\"},{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture, within the time period from the French Revolution to the current era. Taught in French.\"}],\"text\":\"FRENCH 348 introduces political, social, intellectual, artistic, and literary developments in French and Francophone culture from the French Revolution to the present, taught in French.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"French and Francophone culture.\"},{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"from the French Revolution to the current era\"}],\"text\":\"Historical period from the French Revolution to the current era.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"5afa9acd31192dff968986a57b5526c64d8ae565d3ab61a09994487ee91bdd38","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Professor Vatan is described as super nice and caring, encouraging students to ask questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"The course is considered one of the harder French classes, even for fluent speakers, and the professor is a tough grader.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, the professor teaches interesting material.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"5afa9acd31192dff968986a57b5526c64d8ae565d3ab61a09994487ee91bdd38","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"51bdd861fa43fba7d76e084bf21965657cae8f69072cf9096b596203cafdb960\",\"course_id\":\"FRENCH 348\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9faac1bca68a7938f50b9ca8\",\"message\":\"No course-specific reviews available\",\"name\":\"Jan Miernowski\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:261758\",\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.75 GPA, 85.7% A/AB (n=14 letter grades); Spring 2020: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2026: 3.74 GPA, 82.4% A/AB (n=17 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florence Vatan: The course is considered difficult, with one fluent student noting it was among the hardest French classes they have taken.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews for Florence Vatan describe the course as one of the harder French classes, even for fluent students, but note that the instructor is super nice and caring when answering questions. The reviewer found the material interesting despite the tough grading.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews for Florence Vatan describe the course as one of the harder French classes, featuring interesting material despite tough grading.\"},{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.74 GPA, 82.4% A/AB (n=17 letter grades); Spring 2025: 3.72 GPA, 95.7% A/AB (n=23 letter grades); Spring 2026: 3.74 GPA, 82.4% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florence Vatan: Students found the instructor super nice and caring, particularly when asking questions, though grading was tough.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"FLORENCE VATAN is recorded teaching in Spring 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JAN MIERNOWSKI is recorded teaching in Spring 2017, Spring 2018, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c3b385c1474c76fe613a3211798c9e854748ef0fb071eef5d16c3027d84f806","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":271,\"minimum_grade\":null,\"subjects\":[\"FRENCH\"],\"timing\":\"prior\"},\"evidence\":\"FRENCH 271\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c3b385c1474c76fe613a3211798c9e854748ef0fb071eef5d16c3027d84f806","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"FRENCH 271\",\"field\":\"description\",\"quote\":\"An introduction to reading and analyzing literary works, comics, and film, with special emphasis on the development of writing skills in French.\"},{\"course_id\":\"FRENCH 271\",\"field\":\"requirements_text\",\"quote\":\"FRENCH 228\"}],\"text\":\"Intermediate French language proficiency and writing skills, typically developed in FRENCH 228 and applied in FRENCH 271.\"}],\"search_phrases\":[\"French literature analysis\",\"Francophone culture history\",\"French Revolution to modern era\",\"FRENCH 348 course description\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"Analysis of political, social, intellectual, artistic, and literary developments.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"title\",\"quote\":\"MODERNITY STUDIES\"},{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"An introduction to political, social, intellectual, artistic and literary developments in French and Francophone culture, within the time period from the French Revolution to the current era. Taught in French.\"}],\"text\":\"FRENCH 348 introduces political, social, intellectual, artistic, and literary developments in French and Francophone culture from the French Revolution to the present, taught in French.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"political, social, intellectual, artistic and literary developments in French and Francophone culture\"}],\"text\":\"French and Francophone culture.\"},{\"evidence\":[{\"course_id\":\"FRENCH 348\",\"field\":\"description\",\"quote\":\"from the French Revolution to the current era\"}],\"text\":\"Historical period from the French Revolution to the current era.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c3b385c1474c76fe613a3211798c9e854748ef0fb071eef5d16c3027d84f806","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Professor Vatan is described as super nice and caring, encouraging students to ask questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"The course is considered one of the harder French classes, even for fluent speakers, and the professor is a tough grader.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Tough grader, but super nice and caring in class if you have any questions. Definitely one of the harder french classes I've taken (and i'm fluent) but Professor Vatan taught me some really interesting material!\",\"course_id\":\"FRENCH 348\",\"date\":\"2018-12-28 04:13:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dc08107caa92d985fbce84f5\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":1,\"review_ids\":[\"dc08107caa92d985fbce84f5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, the professor teaches interesting material.\"}]}","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_df86de6d7fa9d898b0d6b6f8","course_id":"FRENCH 348","catalog_version_id":"b0d2fa624666dd5de34a695f34ecdfacb4ce9f96cf6464cd9d1fd2c5f23415d3","record_version_id":"99b51bcacef07a64b27b4ce088813810eb624b8b6ac843ea624eb27a83946420","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c3b385c1474c76fe613a3211798c9e854748ef0fb071eef5d16c3027d84f806","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"51bdd861fa43fba7d76e084bf21965657cae8f69072cf9096b596203cafdb960\",\"course_id\":\"FRENCH 348\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9faac1bca68a7938f50b9ca8\",\"message\":\"No course-specific reviews available\",\"name\":\"Jan Miernowski\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:261758\",\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.75 GPA, 85.7% A/AB (n=14 letter grades); Spring 2020: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2026: 3.74 GPA, 82.4% A/AB (n=17 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florence Vatan: The course is considered difficult, with one fluent student noting it was among the hardest French classes they have taken.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Jan Miernowski. Historical reviews for Florence Vatan describe her as a tough grader who is nice and caring in class, teaching interesting material.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews for Florence Vatan describe the course as one of the harder French classes, featuring interesting material despite tough grading.\"},{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.74 GPA, 82.4% A/AB (n=17 letter grades); Spring 2025: 3.72 GPA, 95.7% A/AB (n=23 letter grades); Spring 2026: 3.74 GPA, 82.4% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2018-12-28 04:13:41 +0000 UTC\",\"review_id\":\"dc08107caa92d985fbce84f5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTMxMTY2OTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"Historical reviews of Florence Vatan: Students found the instructor super nice and caring, particularly when asking questions, though grading was tough.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"FLORENCE VATAN is recorded teaching in Spring 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 348\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"source_record\":{\"entity_id\":\"944ab0d0-fc91-3c49-8540-27960fb49a37\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JAN MIERNOWSKI is recorded teaching in Spring 2017, Spring 2018, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]