Triple

T5010864

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Social Sciences, University of Glasgow	`E112614`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Adam Smith Business School Adam Smith Business School is the University of Glasgow’s business and management school, offering education and research in areas such as economics, finance, and business administration.	`E486076`	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: Adam Smith Business School | Statement: [College of Social Sciences, University of Glasgow, hasUnit, Adam Smith Business School]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Adam Smith Business School
Context triple: [College of Social Sciences, University of Glasgow, hasUnit, Adam Smith Business School]

A. University of Edinburgh Business School
The University of Edinburgh Business School is a leading UK business school offering internationally accredited undergraduate, postgraduate, and executive education programs with a strong focus on research and global business.
B. Stirling Management School
Stirling Management School is the business and management faculty of the University of Stirling, offering undergraduate, postgraduate, and research programs in areas such as business, finance, and marketing.
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. Queen’s Management School
Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
E. Warwick Business School
Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
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: Adam Smith Business School
Triple: [College of Social Sciences, University of Glasgow, hasUnit, Adam Smith Business School]

Generated description

Adam Smith Business School is the University of Glasgow’s business and management school, offering education and research in areas such as economics, finance, and business administration.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Adam Smith Business School
Target entity description: Adam Smith Business School is the University of Glasgow’s business and management school, offering education and research in areas such as economics, finance, and business administration.

A. University of Edinburgh Business School
The University of Edinburgh Business School is a leading UK business school offering internationally accredited undergraduate, postgraduate, and executive education programs with a strong focus on research and global business.
B. Stirling Management School
Stirling Management School is the business and management faculty of the University of Stirling, offering undergraduate, postgraduate, and research programs in areas such as business, finance, and marketing.
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. Queen’s Management School
Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
E. Warwick Business School
Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
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_69bd4434acb8819086679dbeccc2fe54`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd730bdb208190bebd7f22839ab6e5`	completed	March 20, 2026, 4:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be9269e72881908ea49a77a83b8958`	completed	March 21, 2026, 12:43 p.m.
NEDg	Description generation	`batch_69be933f3ed08190a128c1b3c9b3b1c3`	completed	March 21, 2026, 12:46 p.m.
NED2	Entity disambiguation (via description)	`batch_69be940b2eac819099001d403501afac`	completed	March 21, 2026, 12:50 p.m.

Created at: March 20, 2026, 1:35 p.m.