Triple
T14354873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Limerick |
E355945
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Kemmy Business School
Kemmy Business School is the business faculty of the University of Limerick, offering undergraduate, postgraduate, and research programs in areas such as accounting, finance, economics, and management.
|
E1096444
|
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: Kemmy Business School | Statement: [University of Limerick, hasFaculty, Kemmy Business School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kemmy Business School Context triple: [University of Limerick, hasFaculty, Kemmy Business School]
-
A.
Henley Business School
Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
-
B.
York Business School
York Business School is the business and management faculty of York St John University, offering undergraduate and postgraduate programs focused on areas such as management, marketing, accounting, and entrepreneurship.
-
C.
Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
-
D.
Westminster Business School
Westminster Business School is the business and management faculty of the University of Westminster, offering undergraduate, postgraduate, and professional programs in areas such as finance, marketing, and entrepreneurship.
-
E.
Southampton Business School
Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
- 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: Kemmy Business School Triple: [University of Limerick, hasFaculty, Kemmy Business School]
Generated description
Kemmy Business School is the business faculty of the University of Limerick, offering undergraduate, postgraduate, and research programs in areas such as accounting, finance, economics, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kemmy Business School Target entity description: Kemmy Business School is the business faculty of the University of Limerick, offering undergraduate, postgraduate, and research programs in areas such as accounting, finance, economics, and management.
-
A.
Henley Business School
Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
-
B.
York Business School
York Business School is the business and management faculty of York St John University, offering undergraduate and postgraduate programs focused on areas such as management, marketing, accounting, and entrepreneurship.
-
C.
Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
-
D.
Westminster Business School
Westminster Business School is the business and management faculty of the University of Westminster, offering undergraduate, postgraduate, and professional programs in areas such as finance, marketing, and entrepreneurship.
-
E.
Southampton Business School
Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f519bf881908615f4d47e0f77aa |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c44ff4c8190bbcc7a34b98ac330 |
completed | May 8, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fd512c32a081908e516c51d846a2c0 |
completed | May 8, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd51e9a43c8190965bf0c7b5bbab26 |
completed | May 8, 2026, 3 a.m. |
Created at: April 10, 2026, 1:15 a.m.