# ME 699: Advanced Independent Study | UW–Madison

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

5efa152e7ed25cd52afa7223fe8bb2639724e3aee124331401d80d9483cdf42a

### course id

ME 699

### course uid

course\_344a8f6f5a1692d63055824f

### catalog version id

b4334b7001f645150423c5342d0b2eb658c8fe044b320fbcc19e370b1060fc53

### course number

699

### subjects

* ME

### title

ADVANCED INDEPENDENT STUDY

### description

Directed study projects as arranged with instructor.

### requirements text

Consent of instructor

### credits min

1

### credits max

3

### credit offering ids

* 1272:612:012105

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

0d08d824428e65add51f931c161c3fb3ec80a745102ef8d8317b3635e6e39a8a

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ME 699 is an advanced independent study course involving directed study projects arranged with an instructor.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* ME 699 independent study
* ME 699 directed study
* ME 699 advanced independent study
* ME 699 instructor consent
* ME 699 graduate research
* ME 699 project arrangement

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

3914a72ffe736087ee03e9dad1841cd04a0961f37938d6facfbf2a06571db339

#### course id

ME 699

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_99bd3d5d548d6db5a0f2c63c",
    "message": "No course-specific reviews available",
    "name": "Bulent Sarlioglu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3092644",
    "summary": []
  },
  {
    "instructor_uid": "instructor_592ac479809a1c85175ebf6c",
    "message": "No course-specific reviews available",
    "name": "Dakotah Thompson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2580955",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ME 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 100,
            "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
            "source_record": {
              "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
              "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=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_20565506a2807ecc6c2ccdd9",
    "message": "No course-specific reviews available",
    "name": "Dan Negrut",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:812301",
    "summary": []
  },
  {
    "instructor_uid": "instructor_e67df80fa49fe8a540cda9b7",
    "message": "No course-specific reviews available",
    "name": "Darryl Thelen",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1623831",
    "summary": []
  },
  {
    "instructor_uid": "instructor_0350bdbd44a7758a58112774",
    "message": "No course-specific reviews available",
    "name": "Erick Oberstar",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ME 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 90,
            "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
            "source_record": {
              "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
              "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=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_a9b13c5dc91a8d36ba2f960e",
    "message": "No course-specific reviews available",
    "name": "Frank Pfefferkorn",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1064439",
    "summary": []
  },
  {
    "instructor_uid": "instructor_188641027ce7fbc94181437c",
    "message": "No course-specific reviews available",
    "name": "Franklin Miller",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1350737",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ME 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 35,
            "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
            "source_record": {
              "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 3.00 GPA, 0.0% A/AB (n=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_8caf12a6865d061ae174a4a7",
    "message": "No course-specific reviews available",
    "name": "Gregory Nellis",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1350738",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c92865beb3445fe139ca481f",
    "message": "No course-specific reviews available",
    "name": "Harsh Sharma",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3158286",
    "summary": []
  },
  {
    "instructor_uid": "instructor_d5ed6c2aecc02cfba522cfa3",
    "message": "No course-specific reviews available",
    "name": "Jaal Ghandhi",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_9ca669f6288b0e184e36b00e",
    "message": "No course-specific reviews available",
    "name": "Jennifer Detlor",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2899258",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6a0865621696e0948e7a1f89",
    "message": "No course-specific reviews available",
    "name": "Krishnan Suresh",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:847569",
    "summary": []
  },
  {
    "instructor_uid": "instructor_71bd7889ca75a427485ce48f",
    "message": "No course-specific reviews available",
    "name": "Lennon Rodgers",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_696fcb1de71e2207047f4885",
    "message": "No course-specific reviews available",
    "name": "Lianyi Chen",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_563b2d845e55dcb652c246cf",
    "message": "No course-specific reviews available",
    "name": "Lih-Sheng Turng",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_e2e2dc3579b1dff0cfcd472c",
    "message": "No course-specific reviews available",
    "name": "Mark Anderson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:632094",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ME 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 80,
            "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
            "source_record": {
              "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
              "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=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_71a66f1ac41d35be9538e266",
    "message": "No course-specific reviews available",
    "name": "Mike Hagenow",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_ee241a9c100bf5f9cad53272",
    "message": "No course-specific reviews available",
    "name": "Mike Zinn",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_6f313699f32e721377b9433d",
    "message": "No course-specific reviews available",
    "name": "Pavana Prabhakar",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2802523",
    "summary": []
  },
  {
    "instructor_uid": "instructor_561adca534f433c99b5b2836",
    "message": "No course-specific reviews available",
    "name": "Peter Adamczyk",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2215832",
    "summary": []
  },
  {
    "instructor_uid": "instructor_85f2f907c3e1272aa6966ce5",
    "message": "No course-specific reviews available",
    "name": "Sage Kokjohn",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1974397",
    "summary": []
  },
  {
    "instructor_uid": "instructor_4cdcc5fc9cd4c39f941ec6a3",
    "message": "No course-specific reviews available",
    "name": "Sangkee Min",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2141391",
    "summary": []
  },
  {
    "instructor_uid": "instructor_3c743916e2317abd0fab0c70",
    "message": "No course-specific reviews available",
    "name": "Shiva Rudraraju",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2245215",
    "summary": []
  },
  {
    "instructor_uid": "instructor_72168976dcb5df9ed0a20a92",
    "message": "No course-specific reviews available",
    "name": "Wenxiao Pan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2429559",
    "summary": []
  },
  {
    "instructor_uid": "instructor_4d26ce8874b844fd155f4111",
    "message": "No course-specific reviews available",
    "name": "Xiangru Xu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2636943",
    "summary": []
  },
  {
    "instructor_uid": "instructor_fa2808ff235925e11aa120bc",
    "message": "No course-specific reviews available",
    "name": "Xiaoping Qian",
    "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 — Fall 2015: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2022: 3.86 GPA, 85.7% A/AB (n=7 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
        "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

DAKOTAH THOMPSON is recorded teaching in Fall 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 50,
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1202",
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    },
    {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
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      "section_number": 100,
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
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      "section_number": 50,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 100,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 50,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
        "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 100,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

DAN NEGRUT is recorded teaching in Spring 2009, Fall 2009, Spring 2010, Fall 2012, Fall 2016, Spring 2017, Spring 2020, Fall 2022, Spring 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "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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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1104",
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    {
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      "source_record": {
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      "table": "section_grades_latest",
      "term_id": "1252",
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    {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

DARRYL THELEN is recorded teaching in Fall 2008, Fall 2010, Spring 2012. 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",
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      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
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      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    }
  ]
}
```

ERICK OBERSTAR is recorded teaching in Fall 2006, Spring 2011, Spring 2012, Fall 2012, Fall 2014, Fall 2015, Spring 2017, Spring 2020, Fall 2021, Spring 2022, Fall 2022. 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",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 90,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
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      },
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      "term_id": "1124",
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      "table": "section_grades_latest",
      "term_id": "1152",
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    {
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      "table": "section_grades_latest",
      "term_id": "1162",
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    {
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      "source_record": {
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      "table": "section_grades_latest",
      "term_id": "1174",
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    },
    {
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      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
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      "section_number": 90,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
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      "section_number": 90,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

FRANK PFEFFERKORN is recorded teaching in Fall 2008, Spring 2009, Spring 2014, Spring 2019, Fall 2019, Fall 2022, Spring 2023, Fall 2024, Spring 2025. 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",
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      },
      "table": "section_grades_latest",
      "term_id": "1092",
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    {
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      "section_number": 4,
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      },
      "table": "section_grades_latest",
      "term_id": "1094",
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    },
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      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
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      "section_number": 4,
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      "source_record": {
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      "table": "section_grades_latest",
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    {
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      "table": "section_grades_latest",
      "term_id": "1202",
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    {
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      "section_number": 4,
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      },
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    },
    {
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      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1234",
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    },
    {
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      "section_number": 4,
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      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
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      "source_record": {
        "entity_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

FRANKLIN MILLER is recorded teaching in Fall 2010, Spring 2011, Fall 2012, Fall 2017, Spring 2020, Fall 2021, Spring 2022, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
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    },
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      "section_number": 17,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
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    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
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      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
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      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

GREGORY NELLIS is recorded teaching in Fall 2012, Fall 2013, Fall 2015, Spring 2016, Fall 2017, Spring 2018, Spring 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
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      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
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      "term_id": "1194",
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      "table": "section_grades_latest",
      "term_id": "1204",
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    {
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      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
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      "section_number": 57,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
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      "table": "section_grades_latest",
      "term_id": "1222",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
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  ]
}
```

HARSH SHARMA is recorded teaching in 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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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

JAAL GHANDHI is recorded teaching in Fall 2006, Spring 2009, Spring 2012, Spring 2014, Fall 2017, Spring 2018, Fall 2018, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
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      "section_number": 51,
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      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
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      "table": "section_grades_latest",
      "term_id": "1144",
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      },
      "table": "section_grades_latest",
      "term_id": "1182",
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    {
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      },
      "table": "section_grades_latest",
      "term_id": "1184",
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    },
    {
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      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
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      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
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  ]
}
```

JENNIFER DETLOR is recorded teaching in Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
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      "source_record": {
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
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      "section_number": 115,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
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      "section_number": 115,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

KRISHNAN SURESH is recorded teaching in Spring 2008, Fall 2008, Spring 2009, Fall 2009, Fall 2014, Fall 2016, Fall 2017, Spring 2018, Fall 2021, Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 54,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
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      "section_number": 54,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1102",
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    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1152",
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    },
    {
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      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
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      "section_number": 54,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "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": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 54,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

LENNON RODGERS is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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": "1252",
      "type": "grade"
    },
    {
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      "section_number": 116,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
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      "section_number": 116,
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
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      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

LIANYI CHEN is recorded teaching in Fall 2020. 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": "1212",
      "type": "grade"
    }
  ]
}
```

LIH-SHENG TURNG is recorded teaching in Spring 2009, Fall 2009, Spring 2010, Fall 2010, Fall 2011, Spring 2014, Fall 2014, Spring 2016, Spring 2017, Fall 2018, 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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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
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      "source_record": {
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1104",
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    },
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    {
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    {
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    {
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      "table": "section_grades_latest",
      "term_id": "1164",
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    },
    {
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      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
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    {
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    {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MARK ANDERSON is recorded teaching in Fall 2019, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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        "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": 80,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 80,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

PAVANA PRABHAKAR is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 107,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

PETER ADAMCZYK is recorded teaching in Fall 2018. 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": "1192",
      "type": "grade"
    }
  ]
}
```

SAGE KOKJOHN is recorded teaching in Fall 2013, Spring 2014, Spring 2023, Spring 2024, 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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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ME 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
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      "section_number": 22,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
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      "section_number": 22,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
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      "section_number": 22,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

SANGKEE MIN is recorded teaching in Spring 2016, Fall 2016, Fall 2021, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
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      "section_number": 41,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 41,
      "source_course_id": "d03f58d1-1e87-3ce7-ae00-ed48b37bc63d",
      "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": "ME 699",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

SHIVA RUDRARAJU is recorded teaching in Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
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      },
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      },
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    }
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}
```

WENXIAO PAN is recorded teaching in Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

XIAOPING QIAN is recorded teaching in Fall 2016, Spring 2017, Fall 2018, Spring 2019, Spring 2020, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
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  ]
}
```

#### 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

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### offerings

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```

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    "source_section_id": "20855",
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    "section_type": "IND",
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    "end_date": "2026-12-09 06:00:00+00:00"
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  {
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    "section_uid": "uw-section:1272:20887",
    "term_id": "1272",
    "source_section_id": "20887",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20947",
    "term_id": "1272",
    "source_section_id": "20947",
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  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21040",
    "term_id": "1272",
    "source_section_id": "21040",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:21671",
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  },
  {
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    "section_uid": "uw-section:1272:22033",
    "term_id": "1272",
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    "section_uid": "uw-section:1272:26519",
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    "section_uid": "uw-section:1272:28608",
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    "section_uid": "uw-section:1272:28741",
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    "section_uid": "uw-section:1272:37899",
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    "section_uid": "uw-section:1272:38362",
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    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "instructor_url": "/instructors/JOHN_J_UICKER"
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    "name": "RICCARDO BONAZZA",
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    "name": "JAAL GHANDHI",
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    "instructor_url": "/instructors/ERICK_OBERSTAR--instructor_9b67ede5afad9a016f58be2c"
  },
  {
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    "name": "JOHN W MITCHELL",
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    "instructor_url": "/instructors/JOHN_W_MITCHELL--instructor_9c5748c0f57a7178138bb4f7"
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    "identity_status": "source_identified",
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    "instructor_url": "/instructors/TIM_OSSWALD--instructor_db4e9ea38d07c11120b2edce"
  },
  {
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    "name": "VADIM SHAPIRO",
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      "observed_at": "2026-09-07 16:00:21.494973+00:00",
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```

### grades

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```

### statistics

#### gpa

3.923

#### graded

13

#### counts

* 12
* 0
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_344a8f6f5a1692d63055824f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_344a8f6f5a1692d63055824f-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_344a8f6f5a1692d63055824f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_344a8f6f5a1692d63055824f-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_344a8f6f5a1692d63055824f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_344a8f6f5a1692d63055824f-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
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      }
    ]
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]
```

## following

None recorded.
