Triple
T3638920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oklahoma State University |
E77137
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
|
E374728
|
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: Spears School of Business | Statement: [Oklahoma State University, hasCollege, Spears School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spears School of Business Context triple: [Oklahoma State University, hasCollege, Spears School of Business]
-
A.
Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
B.
Rader School of Business
Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.
-
C.
Smith School of Business
Smith School of Business is the business school of Queen’s University in Kingston, Canada, known for its undergraduate, MBA, and specialized graduate programs in management and commerce.
-
D.
Leavey School of Business
The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
-
E.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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: Spears School of Business Triple: [Oklahoma State University, hasCollege, Spears School of Business]
Generated description
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spears School of Business Target entity description: Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
A.
Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
B.
Rader School of Business
Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.
-
C.
Smith School of Business
Smith School of Business is the business school of Queen’s University in Kingston, Canada, known for its undergraduate, MBA, and specialized graduate programs in management and commerce.
-
D.
Leavey School of Business
The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
-
E.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69ad85dd0be48190b738990cb20c4731 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc32a5d448190b24f379b8b2d4f9b |
completed | March 8, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f274e8c81909851f28b776b835a |
completed | March 13, 2026, 5:53 p.m. |
| NEDg | Description generation | batch_69b44fba610081909987ffdacbb088c6 |
completed | March 13, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4501b05c08190a94a10074b0b48e7 |
completed | March 13, 2026, 5:57 p.m. |
Created at: March 8, 2026, 3:24 p.m.