Triple
T1496208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emory University |
E29691
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
Goizueta Business School
Goizueta Business School is the graduate and undergraduate business school of Emory University in Atlanta, known for its programs in MBA, executive education, and business research.
|
E170548
|
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: Goizueta Business School | Statement: [Emory University, hasAcademicDivision, Goizueta Business School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goizueta Business School Context triple: [Emory University, hasAcademicDivision, Goizueta Business School]
-
A.
McDonough School of Business
McDonough School of Business is the business school of Georgetown University, known for its globally focused undergraduate, MBA, and executive education programs in Washington, D.C.
-
B.
Kenan-Flagler Business School
Kenan-Flagler Business School is the University of North Carolina at Chapel Hill’s renowned business school, offering undergraduate, MBA, and executive education programs with a strong emphasis on leadership and global business.
-
C.
Ross School of Business
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
-
D.
Mendoza College of Business
Mendoza College of Business is the University of Notre Dame’s business school, known for its emphasis on ethical leadership and values-based management education.
-
E.
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.
- 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: Goizueta Business School Triple: [Emory University, hasAcademicDivision, Goizueta Business School]
Generated description
Goizueta Business School is the graduate and undergraduate business school of Emory University in Atlanta, known for its programs in MBA, executive education, and business research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goizueta Business School Target entity description: Goizueta Business School is the graduate and undergraduate business school of Emory University in Atlanta, known for its programs in MBA, executive education, and business research.
-
A.
McDonough School of Business
McDonough School of Business is the business school of Georgetown University, known for its globally focused undergraduate, MBA, and executive education programs in Washington, D.C.
-
B.
Kenan-Flagler Business School
Kenan-Flagler Business School is the University of North Carolina at Chapel Hill’s renowned business school, offering undergraduate, MBA, and executive education programs with a strong emphasis on leadership and global business.
-
C.
Ross School of Business
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
-
D.
Mendoza College of Business
Mendoza College of Business is the University of Notre Dame’s business school, known for its emphasis on ethical leadership and values-based management education.
-
E.
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.
- 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6ec70c48190a94f6e1002848eae |
completed | March 1, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1cadb50481908788b5710f6012db |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1deb982481908f542c233c9352ab |
completed | March 8, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1e79aecc8190a4c7d0f30fdc7e63 |
completed | March 8, 2026, 7 a.m. |
Created at: March 1, 2026, 8:12 p.m.