Triple

T17493897

Position	Surface form	Disambiguated ID	Type / Status
Subject	Massey University	`E426001`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Massey Business School Massey Business School is the business and management faculty of Massey University in New Zealand, offering a range of undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and management.	`E1271602`	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: Massey Business School | Statement: [Massey University, hasFaculty, Massey Business School]

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

Target entity: Massey Business School
Context triple: [Massey University, hasFaculty, Massey Business School]

A. John Massey School of Business
John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
B. Madden School of Business
The Madden School of Business is the business education division of Le Moyne College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Brennan School of Business
The Brennan School of Business is the business school of Dominican University, offering undergraduate and graduate programs focused on ethical leadership and professional preparation in business.
D. DeGroote School of Business
DeGroote School of Business is the business school of McMaster University in Hamilton, Ontario, offering undergraduate, MBA, and specialized business programs with a focus on innovation and experiential learning.
E. Sawyer Business School
Sawyer Business School is the business school of Suffolk University in Boston, offering undergraduate and graduate programs in business and management.
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: Massey Business School
Triple: [Massey University, hasFaculty, Massey Business School]

Generated description

Massey Business School is the business and management faculty of Massey University in New Zealand, offering a range of undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and management.

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

Target entity: Massey Business School
Target entity description: Massey Business School is the business and management faculty of Massey University in New Zealand, offering a range of undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and management.

A. John Massey School of Business
John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
B. Madden School of Business
The Madden School of Business is the business education division of Le Moyne College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Brennan School of Business
The Brennan School of Business is the business school of Dominican University, offering undergraduate and graduate programs focused on ethical leadership and professional preparation in business.
D. DeGroote School of Business
DeGroote School of Business is the business school of McMaster University in Hamilton, Ontario, offering undergraduate, MBA, and specialized business programs with a focus on innovation and experiential learning.
E. Sawyer Business School
Sawyer Business School is the business school of Suffolk University in Boston, offering undergraduate and graduate programs in business and management.
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_69d889dccf7481909264a1844a2e9100`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e451d782688190afb76fa080867315`	completed	April 19, 2026, 3:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a01c202b7c48190bb2d58a77c8eca80`	completed	May 11, 2026, 11:48 a.m.
NEDg	Description generation	`batch_6a01c2aa19408190840547b60786cc18`	completed	May 11, 2026, 11:51 a.m.
NED2	Entity disambiguation (via description)	`batch_6a01c35d05388190ade7044202781e20`	completed	May 11, 2026, 11:54 a.m.

Created at: April 10, 2026, 5:48 a.m.