Triple
T996936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wake Forest University |
E21515
|
entity |
| Predicate | hasAcademicUnit |
P1488
|
FINISHED |
| Object |
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences is Wake Forest University's central graduate division offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
|
E117535
|
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: Graduate School of Arts and Sciences | Statement: [Wake Forest University, hasAcademicUnit, Graduate School of Arts and Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Arts and Sciences Context triple: [Wake Forest University, hasAcademicUnit, Graduate School of Arts and Sciences]
-
A.
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences at the University of Tokyo is a leading interdisciplinary graduate institution offering advanced research and education across the humanities, social sciences, and natural sciences.
-
B.
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences is Georgetown University's primary graduate division offering advanced degrees across a wide range of humanities, social sciences, and natural sciences disciplines.
-
C.
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences is Brandeis University's primary graduate division, offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
-
D.
Columbian College of Arts and Sciences
Columbian College of Arts and Sciences is the principal liberal arts and sciences college of George Washington University, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
-
E.
Faculty of Arts and Sciences
The Faculty of Arts and Sciences at the University of Tokyo is a core undergraduate faculty offering broad-based liberal arts education and foundational studies across the humanities, social sciences, and natural sciences.
- 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: Graduate School of Arts and Sciences Triple: [Wake Forest University, hasAcademicUnit, Graduate School of Arts and Sciences]
Generated description
The Graduate School of Arts and Sciences is Wake Forest University's central graduate division offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Arts and Sciences Target entity description: The Graduate School of Arts and Sciences is Wake Forest University's central graduate division offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
-
A.
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences at the University of Tokyo is a leading interdisciplinary graduate institution offering advanced research and education across the humanities, social sciences, and natural sciences.
-
B.
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences is Georgetown University's primary graduate division offering advanced degrees across a wide range of humanities, social sciences, and natural sciences disciplines.
-
C.
Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences is Brandeis University's primary graduate division, offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
-
D.
Columbian College of Arts and Sciences
Columbian College of Arts and Sciences is the principal liberal arts and sciences college of George Washington University, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
-
E.
Faculty of Arts and Sciences
The Faculty of Arts and Sciences at the University of Tokyo is a core undergraduate faculty offering broad-based liberal arts education and foundational studies across the humanities, social sciences, and natural sciences.
- 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_69a493c476b48190b41fc5e793171cc6 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4e0f0d081908b888c246d001786 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2593a6588190b52989e9670d84e3 |
completed | March 7, 2026, 1:18 p.m. |
| NEDg | Description generation | batch_69ac268798cc81908254b8733437c55e |
completed | March 7, 2026, 1:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac26ee09f0819098a7b1adcbb79053 |
completed | March 7, 2026, 1:23 p.m. |
Created at: March 1, 2026, 7:41 p.m.