Triple

T1058075

Position	Surface form	Disambiguated ID	Type / Status
Subject	Queen’s University Belfast	`E22842`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	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.	`E126353`	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: Queen’s Management School | Statement: [Queen’s University Belfast, hasAcademicUnit, Queen’s Management School]

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

Target entity: Queen’s Management School
Context triple: [Queen’s University Belfast, hasAcademicUnit, Queen’s Management School]

A. Cambridge Judge Business School
Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
B. 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.
C. Simon Business School
Simon Business School is the graduate business school of the University of Rochester, known for its strong emphasis on analytics, economics-based curriculum, and quantitative approach to management education.
D. 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.
E. Hult International Business School
Hult International Business School is a private global business school known for its international campuses and practice-oriented business education programs.
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: Queen’s Management School
Triple: [Queen’s University Belfast, hasAcademicUnit, Queen’s Management School]

Generated description

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.

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

Target entity: Queen’s Management School
Target entity description: 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.

A. Cambridge Judge Business School
Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
B. 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.
C. Simon Business School
Simon Business School is the graduate business school of the University of Rochester, known for its strong emphasis on analytics, economics-based curriculum, and quantitative approach to management education.
D. 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.
E. Hult International Business School
Hult International Business School is a private global business school known for its international campuses and practice-oriented business education programs.
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_69a493dada0481909c43649f9843ea91`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b8dc9e8c819099fbb192bcf80615`	completed	March 1, 2026, 10:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac4c1d82c88190b418e2e2f050b563`	completed	March 7, 2026, 4:02 p.m.
NEDg	Description generation	`batch_69ac4e109c3c8190abcbc66aef59c52f`	completed	March 7, 2026, 4:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac4e646698819083403336eb07b7ff`	completed	March 7, 2026, 4:12 p.m.

Created at: March 1, 2026, 7:42 p.m.