Triple
T11585621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhtar Kent |
E274745
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Cass Business School
Cass Business School is a leading London-based business school known for its finance, management, and MBA programs and strong links to the global business community.
|
E934912
|
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: Cass Business School | Statement: [Muhtar Kent, education, Cass Business School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cass Business School Context triple: [Muhtar Kent, education, Cass Business School]
-
A.
Imperial College Business School
Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
-
B.
London Business School
London Business School is a leading global business school based in London, renowned for its MBA and executive education programs and strong international student body.
-
C.
Said Business School
Saïd Business School is the University of Oxford’s business school, renowned globally for its MBA and executive education programs and its modern campus in central Oxford.
-
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.
Bond Business School
Bond Business School is the business faculty of Bond University in Australia, offering undergraduate and postgraduate programs in areas such as finance, management, marketing, and entrepreneurship.
- 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: Cass Business School Triple: [Muhtar Kent, education, Cass Business School]
Generated description
Cass Business School is a leading London-based business school known for its finance, management, and MBA programs and strong links to the global business community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cass Business School Target entity description: Cass Business School is a leading London-based business school known for its finance, management, and MBA programs and strong links to the global business community.
-
A.
Imperial College Business School
Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
-
B.
London Business School
London Business School is a leading global business school based in London, renowned for its MBA and executive education programs and strong international student body.
-
C.
Said Business School
Saïd Business School is the University of Oxford’s business school, renowned globally for its MBA and executive education programs and its modern campus in central Oxford.
-
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.
Bond Business School
Bond Business School is the business faculty of Bond University in Australia, offering undergraduate and postgraduate programs in areas such as finance, management, marketing, and entrepreneurship.
- 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_69d6aae6b14c81908dc5a74bad7591f9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89462203881908870e991a5b21770 |
completed | April 10, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e7143ee0548190b71ddae0ab7c68cb |
completed | April 21, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69e720fb192881909c129f93c8b88f42 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e7233efb6c81909dbf1aef080f5598 |
completed | April 21, 2026, 7:11 a.m. |
Created at: April 8, 2026, 9:38 p.m.