Triple

T17137422

Position	Surface form	Disambiguated ID	Type / Status
Subject	Curtin University Malaysia	`E415875`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Business The Faculty of Business at Curtin University Malaysia is an academic division offering business-related undergraduate and postgraduate programs with a focus on industry-relevant education and research.	`E1252566`	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: Faculty of Business | Statement: [Curtin University Malaysia, hasFaculty, Faculty of Business]

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

Target entity: Faculty of Business
Context triple: [Curtin University Malaysia, hasFaculty, Faculty of Business]

A. Faculty of Business
The Faculty of Business is an academic division of the Universidad del Bío-Bío dedicated to education and research in business and management disciplines.
B. Faculty of Business
The Faculty of Business is the academic division of Universidad del Valle de Guatemala dedicated to business education, research, and professional training in fields such as management, finance, and marketing.
C. Faculty of Business
The Faculty of Business at the University of New Brunswick is an academic unit that offers undergraduate and graduate programs focused on business education, research, and professional development.
D. Faculty of Business
The Faculty of Business at the University of Alberta is a leading Canadian business school offering undergraduate, graduate, and professional programs in areas such as management, finance, and marketing, and is known for its research and industry connections.
E. Faculty of Business
The Faculty of Business at Humber College is an academic division offering a range of career-focused business programs in areas such as management, marketing, accounting, and finance.
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: Faculty of Business
Triple: [Curtin University Malaysia, hasFaculty, Faculty of Business]

Generated description

The Faculty of Business at Curtin University Malaysia is an academic division offering business-related undergraduate and postgraduate programs with a focus on industry-relevant education and research.

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

Target entity: Faculty of Business
Target entity description: The Faculty of Business at Curtin University Malaysia is an academic division offering business-related undergraduate and postgraduate programs with a focus on industry-relevant education and research.

A. Faculty of Business
The Faculty of Business at the University of Bolton is an academic division that offers business-related degree programs and research opportunities in areas such as management, marketing, finance, and entrepreneurship.
B. Faculty of Business
The Faculty of Business at the University of Jordan is an academic division specializing in business and management education, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and administration.
C. Faculty of Business
The Faculty of Business at the University of Botswana is an academic division that offers business-related education and research programs in areas such as management, accounting, finance, and marketing.
D. Faculty of Business
The Faculty of Business at Humber College is an academic division offering a range of career-focused business programs in areas such as management, marketing, accounting, and finance.
E. Faculty of Business
The Faculty of Business at the University of Alberta is a leading Canadian business school offering undergraduate, graduate, and professional programs in areas such as management, finance, and marketing, and is known for its research and industry connections.
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_69d886d15af4819092f92f8a129763e6`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3f2d0628081908e0160290041fe89`	completed	April 18, 2026, 9:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a014152da008190bbbff4147cfd8c5b`	completed	May 11, 2026, 2:39 a.m.
NEDg	Description generation	`batch_6a014209b11081908ed088a9bb18b73b`	completed	May 11, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0142ac95188190847f29cb0f8d15ed`	completed	May 11, 2026, 2:45 a.m.

Created at: April 10, 2026, 5:36 a.m.