# NE 699: Advanced Independent Study | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/NE_699)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+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

5487511845ecdad529873c07c0c65869d4435119454f511204cc0de09025d30f

### course id

NE 699

### course uid

course\_1f5a20aaa596227434b030e5

### catalog version id

53369d6a038d20b03085702b23b7fb279fcec9c7ab7796d21186062dcf098621

### course number

699

### subjects

* NE

### title

ADVANCED INDEPENDENT STUDY

### description

Directed study projects as arranged with instructor.

### requirements text

Consent of instructor

### credits min

0

### credits max

3

### credit offering ids

* 1272:684:013838

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

4e531b783d0737d45d36d4e2cc699eec54f2cd48b6e77a12cfc9cddef30aa0f6

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

NE 699 is an advanced independent study course where students engage in directed study projects arranged with an instructor.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* NE 699 independent study
* nuclear engineering directed study
* advanced independent study NE

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

a7808819412fb8c58e01d3f207b63f0c203c6201702b5f51e59567ff02a41b35

#### course id

NE 699

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_083cfa087459998d34be222e",
    "message": "No course-specific reviews available",
    "name": "Adelle Wright",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_f8b57f781a977330cc7c83e0",
    "message": "No course-specific reviews available",
    "name": "Adrien Couet",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2238221",
    "summary": [
      {
        "citations": [
          {
            "course_id": "NE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 48,
            "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
            "source_record": {
              "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 3.62 GPA, 75.0% A/AB (n=4 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_cc3e45002c85db2989af963f",
    "message": "No course-specific reviews available",
    "name": "Ben Lindley",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_910205a38fe2602106a7d806",
    "message": "No course-specific reviews available",
    "name": "Benedikt Geiger",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "NE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 37,
            "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
            "source_record": {
              "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1204",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2020: 4.00 GPA, 100.0% A/AB (n=6 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_6e2158029124499ce6653bf9",
    "message": "No course-specific reviews available",
    "name": "Bryan Bednarz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_5ffdd4975fa567faef7f9e8a",
    "message": "No course-specific reviews available",
    "name": "Chris Hegna",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_73e511867d9af42b9f2756e3",
    "message": "No course-specific reviews available",
    "name": "Jan Coenen",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_5c642b241ad8ac767c280384",
    "message": "No course-specific reviews available",
    "name": "Jennifer Choy",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3029282",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6484621c534351b5591a11d1",
    "message": "No course-specific reviews available",
    "name": "Kumar Sridharan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_24e8f5af23059cbf699b2814",
    "message": "No course-specific reviews available",
    "name": "Oliver Schmitz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2174741",
    "summary": []
  },
  {
    "instructor_uid": "instructor_03f04d8f1d30b76a92fbadb8",
    "message": "No course-specific reviews available",
    "name": "Paul Wilson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2885897",
    "summary": [
      {
        "citations": [
          {
            "course_id": "NE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 13,
            "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
            "source_record": {
              "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 3.50 GPA, 100.0% A/AB (n=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_a4db6c407ab83cfb42b4aa3b",
    "message": "No course-specific reviews available",
    "name": "Robert Agasie",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "NE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 30,
            "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
            "source_record": {
              "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=2 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_296ecb9badae13cb1ba2e23d",
    "message": "No course-specific reviews available",
    "name": "Yongfeng Zhang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2020: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2022: 3.77 GPA, 90.9% A/AB (n=11 letter grades).

```json
{
  "citations": [
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "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

ADELLE WRIGHT is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

ADRIEN COUET is recorded teaching in Spring 2016, Fall 2016, Fall 2017, Spring 2018, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
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    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
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    },
    {
      "course_id": "NE 699",
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      "section_number": 7,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
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    },
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      },
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

BENEDIKT GEIGER is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
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      "section_number": 37,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
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      "source_record": {
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      },
      "table": "section_grades_latest",
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      "type": "grade"
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    {
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      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
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      "section_number": 37,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

BRYAN BEDNARZ is recorded teaching in Spring 2018, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "section_number": 10,
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      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 52,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

CHRIS HEGNA is recorded teaching in Spring 2009, Fall 2009, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
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      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    }
  ]
}
```

JAN COENEN is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

JENNIFER CHOY is recorded teaching in Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 39,
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      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 39,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    }
  ]
}
```

KUMAR SRIDHARAN is recorded teaching in Spring 2012, Spring 2013, Fall 2013, Spring 2015, Fall 2015, Spring 2016, Spring 2017, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

OLIVER SCHMITZ is recorded teaching in Spring 2017, Fall 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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    {
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      "section_number": 9,
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      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 11,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

PAUL WILSON is recorded teaching in Fall 2006, Spring 2007, Spring 2008, Fall 2008, Fall 2009, Spring 2010, Fall 2010, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2019, Spring 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "section_number": 13,
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      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
        "entity_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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      "table": "section_grades_latest",
      "term_id": "1134",
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    },
    {
      "course_id": "NE 699",
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      "section_number": 13,
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      "source_record": {
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      "table": "section_grades_latest",
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    },
    {
      "course_id": "NE 699",
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    {
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      "section_number": 13,
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      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "NE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
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      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

ROBERT AGASIE is recorded teaching in Spring 2009, Fall 2009, Fall 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2016, Spring 2018, Spring 2020, Fall 2021, Spring 2022, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
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      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
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      },
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}
```

YONGFENG ZHANG is recorded teaching in Spring 2020, Fall 2022, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
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      "section_number": 38,
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      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
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      "section_number": 49,
      "source_course_id": "fe98ee98-f280-3466-aa50-b169da8a1c2a",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
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    "identity_status": "source_identified",
    "name": "Adelle Wright",
    "email": "ADELLE.WRIGHT@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/ADELLE_WRIGHT"
  },
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    "instructor_uid": "instructor_f8b57f781a977330cc7c83e0",
    "source": "enrollment",
    "source_instructor_id": "couet",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Adrien Couet",
    "email": "COUET@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "quality": 3.8,
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      "profile_id": "rmp:2238221",
      "source_url": "https://www.ratemyprofessors.com/professor/2238221",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:57:32.345754+00:00",
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      },
      "bayesian_quality": 3.7064571890310636,
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    "instructor_url": "/instructors/ADRIEN_COUET"
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    "source_instructor_id": "lindley2",
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    "name": "Ben Lindley",
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    "source_instructor_id": "bgeiger3",
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    "name": "Benedikt Geiger",
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    "instructor_url": "/instructors/BENEDIKT_GEIGER"
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      },
      "bayesian_quality": 3.7235102700443767,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/OLIVER_SCHMITZ"
  },
  {
    "instructor_uid": "instructor_03f04d8f1d30b76a92fbadb8",
    "source": "enrollment",
    "source_instructor_id": "ppwilson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Paul Wilson",
    "email": "PAUL.WILSON@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/PAUL_WILSON"
  },
  {
    "instructor_uid": "instructor_a4db6c407ab83cfb42b4aa3b",
    "source": "enrollment",
    "source_instructor_id": "ragasie",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Robert Agasie",
    "email": "RAGASIE@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/ROBERT_AGASIE"
  },
  {
    "instructor_uid": "instructor_296ecb9badae13cb1ba2e23d",
    "source": "enrollment",
    "source_instructor_id": "yzhang2446",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Yongfeng Zhang",
    "email": "YZHANG2446@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/YONGFENG_ZHANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:684:013838",
    "course_id": "NE 699",
    "course_uid": "course_1f5a20aaa596227434b030e5",
    "term_id": "1272",
    "source_course_id": "013838",
    "source_subject_id": "684",
    "title": "Advanced Independent Study",
    "credits_min": 0,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:11821",
    "term_id": "1272",
    "source_section_id": "11821",
    "identity_basis": "class_number",
    "section_number": "013",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:12150",
    "term_id": "1272",
    "source_section_id": "12150",
    "identity_basis": "class_number",
    "section_number": "030",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:12158",
    "term_id": "1272",
    "source_section_id": "12158",
    "identity_basis": "class_number",
    "section_number": "022",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:12319",
    "term_id": "1272",
    "source_section_id": "12319",
    "identity_basis": "class_number",
    "section_number": "035",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 1,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:18188",
    "term_id": "1272",
    "source_section_id": "18188",
    "identity_basis": "class_number",
    "section_number": "007",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20040",
    "term_id": "1272",
    "source_section_id": "20040",
    "identity_basis": "class_number",
    "section_number": "011",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20678",
    "term_id": "1272",
    "source_section_id": "20678",
    "identity_basis": "class_number",
    "section_number": "039",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20787",
    "term_id": "1272",
    "source_section_id": "20787",
    "identity_basis": "class_number",
    "section_number": "037",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20788",
    "term_id": "1272",
    "source_section_id": "20788",
    "identity_basis": "class_number",
    "section_number": "038",
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    "capacity": 5,
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:22102",
    "term_id": "1272",
    "source_section_id": "22102",
    "identity_basis": "class_number",
    "section_number": "050",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:23287",
    "term_id": "1272",
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    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "section_uid": "uw-section:1272:33413",
    "term_id": "1272",
    "source_section_id": "33413",
    "identity_basis": "class_number",
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    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:37247",
    "term_id": "1272",
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    "identity_basis": "class_number",
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "identity_status": "source_identified",
    "name": "PAUL WILSON",
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  },
  {
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    "name": "JOSEPH BISOGNANO",
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    "instructor_url": "/instructors/JOSEPH_BISOGNANO"
  },
  {
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    "identity_status": "source_identified",
    "name": "MICHAEL CORRADINI",
    "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",
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    "instructor_url": "/instructors/MICHAEL_CORRADINI--instructor_b71662f6fa5dcfeeb7203f4a"
  },
  {
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    "identity_status": "source_identified",
    "name": "TODD ALLEN",
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    "instructor_url": "/instructors/TODD_ALLEN"
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  {
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    "name": "GREGORY MOSES",
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      "source_url": "https://www.ratemyprofessors.com/professor/620299",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:00.074463+00:00",
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  {
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    "name": "DOUGLASS LARRY HENDERSON",
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### grades

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    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "NE 699"
    ]
  }
]
```

### statistics

#### gpa

3.853

#### graded

17

#### counts

* 13
* 3
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1f5a20aaa596227434b030e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1f5a20aaa596227434b030e5-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1f5a20aaa596227434b030e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1f5a20aaa596227434b030e5-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1f5a20aaa596227434b030e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1f5a20aaa596227434b030e5-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_ab121bb030c1d93f484023d7",
    "name": "BENEDIKT GEIGER",
    "count": 6,
    "terms": [
      {
        "term": "1204",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_5a0026dcb1bedfbe20bf5fa0",
    "name": "BENJAMIN LINDLEY",
    "count": 4,
    "terms": [
      {
        "term": "1224",
        "count": 4,
        "sections": 1,
        "gpa": 3.875
      }
    ]
  },
  {
    "uid": "instructor_959f80f277c5a908f63c4f5d",
    "name": "ADRIEN COUET",
    "count": 4,
    "terms": [
      {
        "term": "1224",
        "count": 4,
        "sections": 1,
        "gpa": 3.625
      }
    ]
  },
  {
    "uid": "instructor_0564f7a35eda5215d274f846",
    "name": "ROBERT AGASIE",
    "count": 2,
    "terms": [
      {
        "term": "1224",
        "count": 2,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_4c38b16aacdd9386ef815a07",
    "name": "PAUL WILSON",
    "count": 1,
    "terms": [
      {
        "term": "1224",
        "count": 1,
        "sections": 1,
        "gpa": 3.5
      }
    ]
  }
]
```

## following

None recorded.
