Triple
T2315958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen M. Ross |
E51062
|
entity |
| Predicate | hasPartNamedAfter |
P63
|
FINISHED |
| Object |
Stephen M. Ross School of Business
The Stephen M. Ross School of Business is the University of Michigan’s renowned business school, offering undergraduate, MBA, and specialized graduate programs with a strong focus on leadership and action-based learning.
|
E258624
|
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: Stephen M. Ross School of Business | Statement: [Stephen M. Ross, hasPartNamedAfter, Stephen M. Ross School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen M. Ross School of Business Context triple: [Stephen M. Ross, hasPartNamedAfter, Stephen M. Ross School of Business]
-
A.
Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
-
B.
Kelley School of Business
Kelley School of Business is a highly ranked business school of Indiana University known for its strong undergraduate and MBA programs, particularly in accounting, finance, and marketing.
-
C.
Henry W. Bloch School of Management
Henry W. Bloch School of Management is the business school of the University of Missouri–Kansas City, offering undergraduate and graduate programs in business and public administration.
-
D.
Booth School of Business
Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
-
E.
Foster School of Business
Foster School of Business is the University of Washington’s internationally recognized business school, known for its strong programs in entrepreneurship, finance, and leadership.
- 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: Stephen M. Ross School of Business Triple: [Stephen M. Ross, hasPartNamedAfter, Stephen M. Ross School of Business]
Generated description
The Stephen M. Ross School of Business is the University of Michigan’s renowned business school, offering undergraduate, MBA, and specialized graduate programs with a strong focus on leadership and action-based learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen M. Ross School of Business Target entity description: The Stephen M. Ross School of Business is the University of Michigan’s renowned business school, offering undergraduate, MBA, and specialized graduate programs with a strong focus on leadership and action-based learning.
-
A.
Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
-
B.
Kelley School of Business
Kelley School of Business is a highly ranked business school of Indiana University known for its strong undergraduate and MBA programs, particularly in accounting, finance, and marketing.
-
C.
Henry W. Bloch School of Management
Henry W. Bloch School of Management is the business school of the University of Missouri–Kansas City, offering undergraduate and graduate programs in business and public administration.
-
D.
Booth School of Business
Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
-
E.
Foster School of Business
Foster School of Business is the University of Washington’s internationally recognized business school, known for its strong programs in entrepreneurship, finance, and leadership.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc61e72508190b335cda2c7fef130 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9610b420819095afb76347ddf9ee |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae97406c588190855ecb6c9ed00bc9 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae97c82e8c8190a613444ea4ffb5a0 |
completed | March 9, 2026, 9:50 a.m. |
Created at: March 4, 2026, 7:49 p.m.