Triple

T3025147

Position	Surface form	Disambiguated ID	Type / Status
Subject	Monash University	`E82557`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Business and Economics The Faculty of Business and Economics is Monash University's academic division specializing in business, commerce, and economic education and research.	`E330644`	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 and Economics | Statement: [Monash University, hasFaculty, Faculty of Business and Economics]

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

Target entity: Faculty of Business and Economics
Context triple: [Monash University, hasFaculty, Faculty of Business and Economics]

A. Faculty of Business and Economics
The Faculty of Business and Economics is the University of Lausanne’s academic unit dedicated to teaching and research in management, economics, and related business disciplines.
B. Faculty of Business and Economics
The Faculty of Business and Economics at the University of Melbourne is a leading academic division specializing in business, commerce, and economic education and research.
C. Faculty of Business and Economics
The Faculty of Business and Economics is an academic division of Birzeit University specializing in education and research in business, management, and economic sciences.
D. Faculty of Business and Economics
The Faculty of Business and Economics is the business school of the University of Hong Kong, offering undergraduate and postgraduate programs in areas such as finance, management, accounting, and economics, and serving as a leading center for business education and research in the region.
E. Faculty of Business and Economics
The Faculty of Business and Economics at the University of Basel is an academic division specializing in research and education in economics, business, and related social sciences.
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 and Economics
Triple: [Monash University, hasFaculty, Faculty of Business and Economics]

Generated description

The Faculty of Business and Economics is Monash University's academic division specializing in business, commerce, and economic education and research.

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

Target entity: Faculty of Business and Economics
Target entity description: The Faculty of Business and Economics is Monash University's academic division specializing in business, commerce, and economic education and research.

A. Faculty of Business and Economics
The Faculty of Business and Economics is the University of Lausanne’s academic unit dedicated to teaching and research in management, economics, and related business disciplines.
B. Faculty of Business and Economics
The Faculty of Business and Economics at the University of Melbourne is a leading academic division specializing in business, commerce, and economic education and research.
C. Faculty of Business and Economics
The Faculty of Business and Economics is an academic division of Birzeit University specializing in education and research in business, management, and economic sciences.
D. Faculty of Business and Economics
The Faculty of Business and Economics is the business school of the University of Hong Kong, offering undergraduate and postgraduate programs in areas such as finance, management, accounting, and economics, and serving as a leading center for business education and research in the region.
E. Faculty of Business and Economics
The Faculty of Business and Economics at the University of Basel is an academic division specializing in research and education in economics, business, and related social sciences.
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_69ad8b1fb34081908c1b873e2b7273e1`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad9abc78b48190a5283e7407a78fe7`	completed	March 8, 2026, 3:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b224b2157881908d278be87bec5315`	completed	March 12, 2026, 2:28 a.m.
NEDg	Description generation	`batch_69b22564e63881909190f1eeb21a9f57`	completed	March 12, 2026, 2:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69b225d2a5fc8190a8b32bd058f306e2`	completed	March 12, 2026, 2:32 a.m.

Created at: March 8, 2026, 3 p.m.