Triple
T6702140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Toledo |
E152905
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
College of Business and Innovation
The College of Business and Innovation is the University of Toledo’s business school, offering undergraduate and graduate programs focused on business education, research, and professional development.
|
E614379
|
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: College of Business and Innovation | Statement: [University of Toledo, hasCollege, College of Business and Innovation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Business and Innovation Context triple: [University of Toledo, hasCollege, College of Business and Innovation]
-
A.
College of Business, Innovation, Leadership, and Technology
The College of Business, Innovation, Leadership, and Technology is a professional school at Marymount University offering programs that integrate business education with leadership development and technology-focused learning.
-
B.
College of Business and Economics
The College of Business and Economics is an academic unit of North Carolina A&T State University that offers undergraduate and graduate programs in business and economic disciplines.
-
C.
College of Business and Economics
The College of Business and Economics is the University of Idaho’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
D.
College of Business and Economics
The College of Business and Economics is Boise State University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
E.
College of Business and Economics
The College of Business and Economics is the business school of the University of Wisconsin–Whitewater, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- 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: College of Business and Innovation Triple: [University of Toledo, hasCollege, College of Business and Innovation]
Generated description
The College of Business and Innovation is the University of Toledo’s business school, offering undergraduate and graduate programs focused on business education, research, and professional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Business and Innovation Target entity description: The College of Business and Innovation is the University of Toledo’s business school, offering undergraduate and graduate programs focused on business education, research, and professional development.
-
A.
College of Business, Innovation, Leadership, and Technology
The College of Business, Innovation, Leadership, and Technology is a professional school at Marymount University offering programs that integrate business education with leadership development and technology-focused learning.
-
B.
College of Business and Economics
The College of Business and Economics is an academic unit of North Carolina A&T State University that offers undergraduate and graduate programs in business and economic disciplines.
-
C.
College of Business and Economics
The College of Business and Economics is the University of Idaho’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
D.
College of Business and Economics
The College of Business and Economics is Boise State University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
E.
College of Business and Economics
The College of Business and Economics is the business school of the University of Wisconsin–Whitewater, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- 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_69c68807adbc8190b8632df42b39eda0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d0e5eb0c81908c4fa3febd2d23ca |
completed | March 27, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70083e1948190b5ee3fffb9783531 |
completed | March 27, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69c705220cb0819081a70175c150d138 |
completed | March 27, 2026, 10:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c705db3098819083ce9a93e429b758 |
completed | March 27, 2026, 10:34 p.m. |
Created at: March 27, 2026, 2:06 p.m.