Triple

T8879101

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Essex	`E211362`	entity
Predicate	hasAcademicDepartment	`P589`	FINISHED
Object	Essex Business School Essex Business School is the University of Essex’s dedicated business and management school, offering undergraduate, postgraduate, and research programs with a focus on responsible and sustainable business practices.	`E211362`	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: Essex Business School | Statement: [University of Essex, hasAcademicDepartment, Essex Business School]

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

Target entity: Essex Business School
Context triple: [University of Essex, hasAcademicDepartment, Essex Business School]

A. 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.
B. Southampton Business School
Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
C. University of Essex
The University of Essex is a public research university in England known for its strengths in social sciences, human rights, and data analytics.
D. 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.
E. 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.
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: Essex Business School
Triple: [University of Essex, hasAcademicDepartment, Essex Business School]

Generated description

Essex Business School is the University of Essex’s dedicated business and management school, offering undergraduate, postgraduate, and research programs with a focus on responsible and sustainable business practices.

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

Target entity: Essex Business School
Target entity description: Essex Business School is the University of Essex’s dedicated business and management school, offering undergraduate, postgraduate, and research programs with a focus on responsible and sustainable business practices.

A. 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.
B. Southampton Business School
Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
C. University of Essex chosen
The University of Essex is a public research university in England known for its strengths in social sciences, human rights, and data analytics.
D. 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.
E. 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.
F. None of above.

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_69ca838e78748190934d82db3104f855`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc614ad1908190a77808fcf7f3e531`	completed	April 1, 2026, 12:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfabb87c3481908cf11f2e246f42eb`	completed	April 3, 2026, 11:59 a.m.
NEDg	Description generation	`batch_69cfacc9b53081909bd3505cff0a7722`	completed	April 3, 2026, 12:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfad6fff348190b0491ba38d2e6ce5`	completed	April 3, 2026, 12:07 p.m.

Created at: March 30, 2026, 6:52 p.m.