Triple

T12965254

Position	Surface form	Disambiguated ID	Type / Status
Subject	Caulfield campus	`E321243`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Monash Business School Monash Business School is a leading Australian business education and research institution within Monash University, offering a wide range of undergraduate, postgraduate, and professional programs in business and economics.	`E1012878`	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: Monash Business School | Statement: [Caulfield campus, hasFaculty, Monash Business School]

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

Target entity: Monash Business School
Context triple: [Caulfield campus, hasFaculty, Monash Business School]

A. La Trobe Business School
La Trobe Business School is the business and commerce faculty of La Trobe University, offering undergraduate and postgraduate programs in areas such as management, accounting, finance, and marketing.
B. UTS Business School
UTS Business School is the business and management faculty of the University of Technology Sydney, offering industry-focused education and research in areas such as accounting, finance, marketing, and management.
C. Sydney Business School
Sydney Business School is the University of Sydney’s graduate business faculty, offering advanced management and business programs and conducting research in areas such as finance, marketing, and organizational studies.
D. Curtin Business School
Curtin Business School is the business education faculty of Curtin University in Western Australia, offering undergraduate and postgraduate programs in areas such as accounting, finance, management, and marketing.
E. UWA Business School
UWA Business School is the business faculty of the University of Western Australia, offering undergraduate and postgraduate programs in areas such as commerce, management, finance, and economics.
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: Monash Business School
Triple: [Caulfield campus, hasFaculty, Monash Business School]

Generated description

Monash Business School is a leading Australian business education and research institution within Monash University, offering a wide range of undergraduate, postgraduate, and professional programs in business and economics.

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

Target entity: Monash Business School
Target entity description: Monash Business School is a leading Australian business education and research institution within Monash University, offering a wide range of undergraduate, postgraduate, and professional programs in business and economics.

A. La Trobe Business School
La Trobe Business School is the business and commerce faculty of La Trobe University, offering undergraduate and postgraduate programs in areas such as management, accounting, finance, and marketing.
B. UTS Business School
UTS Business School is the business and management faculty of the University of Technology Sydney, offering industry-focused education and research in areas such as accounting, finance, marketing, and management.
C. Sydney Business School
Sydney Business School is the University of Sydney’s graduate business faculty, offering advanced management and business programs and conducting research in areas such as finance, marketing, and organizational studies.
D. Curtin Business School
Curtin Business School is the business education faculty of Curtin University in Western Australia, offering undergraduate and postgraduate programs in areas such as accounting, finance, management, and marketing.
E. UWA Business School
UWA Business School is the business faculty of the University of Western Australia, offering undergraduate and postgraduate programs in areas such as commerce, management, finance, and economics.
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_69d80763bd6c819094437da5b20b01d2`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d97e30b7e88190ac07c91147b62d16`	completed	April 10, 2026, 10:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6b8e227948190a2d08db97b4e41aa`	completed	May 3, 2026, 2:54 a.m.
NEDg	Description generation	`batch_69f6b9db8164819086a3a27692d681d5`	completed	May 3, 2026, 2:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6bb2602848190b9588134c71d0ef4`	completed	May 3, 2026, 3:04 a.m.

Created at: April 9, 2026, 8:27 p.m.