Triple

T2295584

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Holloway, University of London	`E51604`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	School of Business and Management The School of Business and Management is an academic department of Royal Holloway, University of London, offering undergraduate and postgraduate education and research in business, management, and related fields.	`E283186`	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: School of Business and Management | Statement: [Royal Holloway, University of London, hasFaculty, School of Business and Management]

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

Target entity: School of Business and Management
Context triple: [Royal Holloway, University of London, hasFaculty, School of Business and Management]

A. School of Business and Economics
The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
B. School of Business and Economics
The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
C. School of Management
The School of Management at Fudan University is a leading Chinese business school known for its comprehensive management education, research, and MBA programs.
D. School of Management
The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
E. School of Management
The School of Management at the University of Alaska Fairbanks is a business-focused academic unit offering undergraduate and graduate programs in areas such as management, accounting, and economics, often emphasizing Alaska’s unique economic and organizational environment.
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: School of Business and Management
Triple: [Royal Holloway, University of London, hasFaculty, School of Business and Management]

Generated description

The School of Business and Management is an academic department of Royal Holloway, University of London, offering undergraduate and postgraduate education and research in business, management, and related fields.

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

Target entity: School of Business and Management
Target entity description: The School of Business and Management is an academic department of Royal Holloway, University of London, offering undergraduate and postgraduate education and research in business, management, and related fields.

A. School of Business and Economics
The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
B. School of Business and Economics
The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
C. School of Management
The School of Management at Fudan University is a leading Chinese business school known for its comprehensive management education, research, and MBA programs.
D. School of Management
The School of Management is Swansea University's business and management faculty, offering education and research in areas such as business, finance, marketing, and entrepreneurship.
E. School of Management
The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
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_69a88b0a9f248190bcff941463d8f65a`	completed	March 4, 2026, 7:42 p.m.
NER	Named-entity recognition	`batch_69abc5dc40f881908a3dcc518bbead55`	completed	March 7, 2026, 6:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af9056833081908dc3a8c74f4fd4c0`	completed	March 10, 2026, 3:30 a.m.
NEDg	Description generation	`batch_69af91867170819090d866424bdb88ee`	completed	March 10, 2026, 3:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69af91f9e1208190aa149c9afc84911c`	completed	March 10, 2026, 3:37 a.m.

Created at: March 4, 2026, 7:49 p.m.