Triple
T263080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Valley State University (downtown campus) |
E5793
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
|
E36594
|
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: Seidman College of Business | Statement: [Grand Valley State University (downtown campus), hasFacility, Seidman College of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seidman College of Business Context triple: [Grand Valley State University (downtown campus), hasFacility, Seidman College of Business]
-
A.
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.
-
B.
Carroll School of Management
The Carroll School of Management is the business school of Boston College, offering undergraduate and graduate programs in areas such as finance, accounting, marketing, and management.
-
C.
Carey Business School
Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven management.
-
D.
Gies College of Business
Gies College of Business is the business school of the University of Illinois at Urbana–Champaign, known for its strong programs in accounting, finance, and innovative online business education.
-
E.
Cox School of Business
Cox School of Business is the business school of Southern Methodist University in Dallas, Texas, known for its MBA and undergraduate business programs.
- 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: Seidman College of Business Triple: [Grand Valley State University (downtown campus), hasFacility, Seidman College of Business]
Generated description
Seidman College of Business is the business school of Grand Valley 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: Seidman College of Business Target entity description: Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
A.
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.
-
B.
Carroll School of Management
The Carroll School of Management is the business school of Boston College, offering undergraduate and graduate programs in areas such as finance, accounting, marketing, and management.
-
C.
Carey Business School
Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven management.
-
D.
Gies College of Business
Gies College of Business is the business school of the University of Illinois at Urbana–Champaign, known for its strong programs in accounting, finance, and innovative online business education.
-
E.
Cox School of Business
Cox School of Business is the business school of Southern Methodist University in Dallas, Texas, known for its MBA and undergraduate business programs.
- 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_69a258dd8ea08190ac554a1cc8dfd8c3 |
completed | Feb. 28, 2026, 2:54 a.m. |
| NER | Named-entity recognition | batch_69a25d8c7f448190af9145256f994177 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a399a2991c8190a3f79aa899720a7c |
completed | March 1, 2026, 1:42 a.m. |
| NEDg | Description generation | batch_69a39afffa5c8190a71e91cbea794197 |
completed | March 1, 2026, 1:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a39b7aac5881908b2efeaae2603555 |
completed | March 1, 2026, 1:50 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.