Triple

T5151076

Position	Surface form	Disambiguated ID	Type / Status
Subject	Óbuda University	`E116193`	entity
Predicate	hasResearchUnit	`P1488`	FINISHED
Object	Doctoral School of Business and Management The Doctoral School of Business and Management is a graduate research and training unit at Óbuda University focused on advanced studies and doctoral research in business and management disciplines.	`E496964`	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: Doctoral School of Business and Management | Statement: [Óbuda University, hasResearchUnit, Doctoral School of Business and Management]

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

Target entity: Doctoral School of Business and Management
Context triple: [Óbuda University, hasResearchUnit, Doctoral School of Business and Management]

A. Graduate School of Business and Management
The Graduate School of Business and Management is a higher education faculty specializing in business and management studies within Saint Petersburg Polytechnic Institute.
B. 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.
C. School of Business and Management
The School of Business and Management is the business school of the Hong Kong University of Science and Technology, offering undergraduate, postgraduate, and executive programs in business and management disciplines.
D. School of Business and Management
The School of Business and Management is a leading business school of Institut Teknologi Bandung in Indonesia, offering undergraduate and graduate programs in management, business, and related fields.
E. School of Management Sciences
The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
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: Doctoral School of Business and Management
Triple: [Óbuda University, hasResearchUnit, Doctoral School of Business and Management]

Generated description

The Doctoral School of Business and Management is a graduate research and training unit at Óbuda University focused on advanced studies and doctoral research in business and management disciplines.

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

Target entity: Doctoral School of Business and Management
Target entity description: The Doctoral School of Business and Management is a graduate research and training unit at Óbuda University focused on advanced studies and doctoral research in business and management disciplines.

A. Graduate School of Business and Management
The Graduate School of Business and Management is a higher education faculty specializing in business and management studies within Saint Petersburg Polytechnic Institute.
B. School of Business and Management
The School of Business and Management is the business school of the Hong Kong University of Science and Technology, offering undergraduate, postgraduate, and executive programs in business and management disciplines.
C. 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.
D. School of Business and Management
The School of Business and Management is a leading business school of Institut Teknologi Bandung in Indonesia, offering undergraduate and graduate programs in management, business, and related fields.
E. School of Management Sciences
The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
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_69bd445d94788190b72e2cc563120995`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd78d965548190b09f574acf3b9b1a`	completed	March 20, 2026, 4:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bed004538c81908fac258ea99f7e63`	completed	March 21, 2026, 5:06 p.m.
NEDg	Description generation	`batch_69bed07d478c8190aac215cb05bedae0`	completed	March 21, 2026, 5:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69bed0d56af481908a3fb0693f151fb3`	completed	March 21, 2026, 5:09 p.m.

Created at: March 20, 2026, 1:44 p.m.