Triple
T4225613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Wolverhampton |
E94450
|
entity |
| Predicate | hasMotto |
P42
|
FINISHED |
| Object |
Innovation and Opportunity
Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
|
E423018
|
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: Innovation and Opportunity | Statement: [University of Wolverhampton, hasMotto, Innovation and Opportunity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Innovation and Opportunity Context triple: [University of Wolverhampton, hasMotto, Innovation and Opportunity]
-
A.
Freedom and Innovation
Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
-
B.
Creating Opportunities
Creating Opportunities is a center-right political party in Ecuador founded and led by businessman and politician Guillermo Lasso.
-
C.
The Confluence of Opportunities
"The Confluence of Opportunities" is the official motto of Kogi State in Nigeria, highlighting its strategic location and potential for economic and social development.
-
D.
Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
-
E.
Perception, Opportunity and Profit
Perception, Opportunity and Profit is a seminal work in Austrian economics by Israel Kirzner that analyzes the role of entrepreneurial discovery in market processes and profit generation.
- 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: Innovation and Opportunity Triple: [University of Wolverhampton, hasMotto, Innovation and Opportunity]
Generated description
Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Innovation and Opportunity Target entity description: Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
-
A.
Freedom and Innovation
Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
-
B.
Creating Opportunities
Creating Opportunities is a center-right political party in Ecuador founded and led by businessman and politician Guillermo Lasso.
-
C.
The Confluence of Opportunities
"The Confluence of Opportunities" is the official motto of Kogi State in Nigeria, highlighting its strategic location and potential for economic and social development.
-
D.
Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
-
E.
Perception, Opportunity and Profit
Perception, Opportunity and Profit is a seminal work in Austrian economics by Israel Kirzner that analyzes the role of entrepreneurial discovery in market processes and profit generation.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e4d32d481909df7b18f502945b8 |
completed | March 12, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59647bd948190afc168ba1057a52f |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5a42559b48190a2c257a85e30aaac |
completed | March 14, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a4b605788190a099cc14d4a53f8f |
completed | March 14, 2026, 6:11 p.m. |
Created at: March 12, 2026, 11:04 p.m.