Triple
T9173001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Madison University |
E220124
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
University Studies
University Studies is an academic division at James Madison University that oversees interdisciplinary and exploratory programs for students who have not yet declared a specific major or are pursuing broad, cross-disciplinary studies.
|
E781677
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: University Studies | Statement: [James Madison University, hasAcademicDivision, University Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University Studies Context triple: [James Madison University, hasAcademicDivision, University Studies]
-
A.
Higher Learning
Higher Learning is a critically acclaimed mixtape by rapper Fashawn that helped establish his reputation in the underground hip-hop scene.
-
B.
Graduate School
The Graduate School at Texas Tech University oversees and supports the university’s advanced degree programs, including master’s and doctoral studies across a wide range of disciplines.
-
C.
Graduate School
The Graduate School at Chicago State University oversees the institution’s advanced degree programs, supporting graduate education, research, and professional development.
-
D.
Graduate School
The Graduate School at Clemson University oversees advanced degree programs, supporting graduate education, research, and professional development for master's and doctoral students.
-
E.
Graduate School
The Graduate School at Northern Illinois University is the division responsible for overseeing and supporting the university’s advanced degree programs and graduate-level academic affairs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: University Studies Triple: [James Madison University, hasAcademicDivision, University Studies]
Generated description
University Studies is an academic division at James Madison University that oversees interdisciplinary and exploratory programs for students who have not yet declared a specific major or are pursuing broad, cross-disciplinary studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University Studies Target entity description: University Studies is an academic division at James Madison University that oversees interdisciplinary and exploratory programs for students who have not yet declared a specific major or are pursuing broad, cross-disciplinary studies.
-
A.
Higher Learning
Higher Learning is a critically acclaimed mixtape by rapper Fashawn that helped establish his reputation in the underground hip-hop scene.
-
B.
Graduate School
The Graduate School at Texas Tech University oversees and supports the university’s advanced degree programs, including master’s and doctoral studies across a wide range of disciplines.
-
C.
Graduate School
The Graduate School at Chicago State University oversees the institution’s advanced degree programs, supporting graduate education, research, and professional development.
-
D.
Graduate School
The Graduate School at Clemson University oversees advanced degree programs, supporting graduate education, research, and professional development for master's and doctoral students.
-
E.
Graduate School
The Graduate School at Northern Illinois University is the division responsible for overseeing and supporting the university’s advanced degree programs and graduate-level academic affairs.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca83e467108190abcae6a33b3d4dad |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccbf9fe79c819082f335c2fdd1c7d3 |
completed | April 1, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0549d81d88190bea0995ad0016437 |
completed | April 4, 2026, midnight |
| NEDg | Description generation | batch_69d0553c2b58819086a651863f884064 |
completed | April 4, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0562e41bc8190801c75e962600df2 |
completed | April 4, 2026, 12:07 a.m. |
Created at: March 30, 2026, 7:22 p.m.