# LINGUIS 427: Field Methods II | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LINGUIS_427) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id aa489a705844278f31107c66438b4783fc3f663918fe58b05028f150df9818cb ### course id LINGUIS 427 ### course uid course\_265d1beb1ab410a64ab83fdd ### catalog version id bfdff56365f52b1f75bac46915598a854bd78158f61872124fe67fee74b70700 ### course number 427 ### subjects * LINGUIS ### title FIELD METHODS II ### description Collection and analysis of morphological, syntactic, and semantic data from a particular language, using one or more speakers as consultants. ### requirements text LINGUIS 310and (LINGUIS 322or330) ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 3c46fd56b6df5e8732d90a4246622567be85a9e38b64c745637b7434bd583018 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary FIELD METHODS II teaches the collection and analysis of morphological, syntactic, and semantic data from a specific language using speakers as consultants. ### llm topics * Morphology, syntax, and semantics * Language-specific analysis ### llm skills * Collection and analysis of linguistic data * Working with language consultants ### llm assumed background * Phonological theory and analysis * Morphological theory and analysis * Syntactic theory and description ### llm search phrases * linguistic fieldwork methods * morphology syntax semantics analysis * language consultant data collection * descriptive linguistics advanced ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash d4f763e51525a134c6d6bf3bd1e6f8148f151bd7991b3fc89be4363b25c9aef5 #### course id LINGUIS 427 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2018: 2.73 GPA, 26.7% A/AB (n=15 letter grades); Spring 2020: 3.75 GPA, 80.0% A/AB (n=10 letter grades); Spring 2022: 3.69 GPA, 92.3% A/AB (n=13 letter grades). ```json { "citations": [ { "course_id": "LINGUIS 427", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0e6a2f2d-8d51-3a89-a7fc-12cab7329de2", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "LINGUIS 427", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0e6a2f2d-8d51-3a89-a7fc-12cab7329de2", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "LINGUIS 427", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0e6a2f2d-8d51-3a89-a7fc-12cab7329de2", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "LINGUIS 310and (LINGUIS 322or330)", "id": "n0", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 310, "minimum_grade": null, "subjects": [ "LINGUIS" ], "timing": "prior" }, "evidence": "LINGUIS 310", "id": "n1", "kind": "course" }, { "children": [ "n3", "n4" ], "condition": null, "course": null, "evidence": "(LINGUIS 322or330)", "id": "n2", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 322, "minimum_grade": null, "subjects": [ "LINGUIS" ], "timing": "prior" }, "evidence": "LINGUIS 322", "id": "n3", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 330, "minimum_grade": null, "subjects": [ "LINGUIS" ], "timing": "prior" }, "evidence": "330", "id": "n4", "kind": "course" } ] ``` #### notes * The evidence string 'LINGUIS 310and (LINGUIS 322or330)' contains missing spaces around 'and' and 'or'. The logical structure is parsed as (LINGUIS 310) AND (LINGUIS 322 OR LINGUIS 330) based on standard precedence and grouping parentheses. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_09fe09254484e1e4acfb5175", "source": "madgrades", "source_instructor_id": "2601937", "identity_basis": "source_id", "identity_status": "source_identified", "name": "J VALENTINE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.455, "graded": 726, "counts": [ 388, 121, 122, 34, 38, 6, 17 ], "sections": 62 }, "instructor_url": "/instructors/J_VALENTINE" }, { "instructor_uid": "instructor_2effe48793504c3e2282555d", "source": "madgrades", "source_instructor_id": "2600080", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YAFEI LI", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 27, "quality": 2.52, "difficulty": 3.96, "quality_count": 27, "difficulty_count": 27, "profile_id": "rmp:832263", "source_url": "https://www.ratemyprofessors.com/professor/832263", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:56.986959+00:00", "courses": {}, "bayesian_quality": 3.0049726738496156, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.488, "graded": 863, "counts": [ 478, 99, 186, 44, 36, 12, 8 ], "sections": 114 }, "instructor_url": "/instructors/YAFEI_LI--instructor_2effe48793504c3e2282555d" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "J VALENTINE" ], "a": 10, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "LINGUIS 427" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "J VALENTINE" ], "a": 6, "ab": 2, "b": 1, "bc": 0, "c": 2, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "LINGUIS 427" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "J VALENTINE" ], "a": 16, "ab": 1, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "LINGUIS 427" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "J VALENTINE" ], "a": 4, "ab": 0, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "LINGUIS 427" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "J VALENTINE" ], "a": 3, "ab": 1, "b": 2, "bc": 3, "c": 6, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "LINGUIS 427" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "J VALENTINE" ], "a": 7, "ab": 1, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "LINGUIS 427" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LINGUIS 427", "course_uid": "course_265d1beb1ab410a64ab83fdd", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Yafei Li" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "LINGUIS 427" ] } ] ``` ### statistics #### gpa 3.478 #### graded 91 #### counts * 58 * 8 * 10 * 3 * 9 * 1 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_265d1beb1ab410a64ab83fdd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_265d1beb1ab410a64ab83fdd-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_265d1beb1ab410a64ab83fdd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_265d1beb1ab410a64ab83fdd-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_265d1beb1ab410a64ab83fdd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_265d1beb1ab410a64ab83fdd-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.478021978021978 #### count 91 #### university ##### size 2876 ##### gpa Percentile 29 ##### count Percentile 44 ##### median Count 108 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 295 | false | | 3.2–3.6 | 871 | true | | 3.6–4.0 | 1696 | false | #### departments ```json [ { "subject": "LINGUIS", "comparison": { "size": 11, "gpaPercentile": 50, "countPercentile": 60, "medianCount": 69, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` ### terms #### 1084 ##### term 1084 ##### gpa 3.8214285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | #### 1124 ##### term 1124 ##### gpa 3.25 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | #### 1144 ##### term 1144 ##### gpa 3.625 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | #### 1174 ##### term 1174 ##### gpa 3.5714285714285716 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | #### 1184 ##### term 1184 ##### gpa 2.7333333333333334 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | #### 1204 ##### term 1204 ##### gpa 3.75 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | #### 1224 ##### term 1224 ##### gpa 3.6923076923076925 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | LINGUIS | | ### benchmarks #### all ##### school ###### size 2876 ###### gpa 3.6268412097613663 ###### top Share 79.80807207823516 ###### count 108 ##### LINGUIS ###### size 11 ###### gpa 3.598710412206688 ###### top Share 78.47696448947744 ###### count 69 #### terms ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ## instructor Trends ```json [ { "uid": "instructor_09fe09254484e1e4acfb5175", "name": "J VALENTINE", "count": 78, "terms": [ { "term": "1084", "count": 14, "sections": 1, "gpa": 3.8214285714285716 }, { "term": "1124", "count": 12, "sections": 1, "gpa": 3.25 }, { "term": "1144", "count": 20, "sections": 1, "gpa": 3.625 }, { "term": "1174", "count": 7, "sections": 1, "gpa": 3.5714285714285716 }, { "term": "1184", "count": 15, "sections": 1, "gpa": 2.7333333333333334 }, { "term": "1204", "count": 10, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_2effe48793504c3e2282555d", "name": "YAFEI LI", "count": 13, "terms": [ { "term": "1224", "count": 13, "sections": 1, "gpa": 3.6923076923076925 } ] } ] ``` ## following None recorded.