Triple

T12608506

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Johannesburg	`E301047`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	College of Business and Economics The College of Business and Economics is the University of Johannesburg’s academic division dedicated to business, management, and economic studies and research.	`E324818`	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: College of Business and Economics | Statement: [University of Johannesburg, hasFaculty, College of Business and Economics]

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

Target entity: College of Business and Economics
Context triple: [University of Johannesburg, hasFaculty, College of Business and Economics]

A. College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
B. College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
C. College of Business and Economics
The College of Business and Economics is an academic division of Hanbat National University specializing in education and research in business, management, and economic disciplines.
D. College of Business and Economics
The College of Business and Economics is an academic unit of North Carolina A&T State University that offers undergraduate and graduate programs in business and economic disciplines.
E. College of Business and Economics
The College of Business and Economics is Yonsei University's academic unit specializing in business administration and economics education and research.
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: College of Business and Economics
Triple: [University of Johannesburg, hasFaculty, College of Business and Economics]

Generated description

The College of Business and Economics is the University of Johannesburg’s academic division dedicated to business, management, and economic studies and research.

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

Target entity: College of Business and Economics
Target entity description: The College of Business and Economics is the University of Johannesburg’s academic division dedicated to business, management, and economic studies and research.

A. College of Business and Economics chosen
The College of Business and Economics is the University of Johannesburg’s dedicated faculty for business, management, and economic studies, offering academic programs and research in these fields.
B. College of Business and Economics
The College of Business and Economics is an academic unit of United Arab Emirates University offering undergraduate and graduate programs in business, management, and economics.
C. College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
D. College of Business and Economics
The College of Business and Economics at Korea University is a leading academic unit specializing in business administration and economics education and research in South Korea.
E. College of Business and Economics
The College of Business and Economics is Yonsei University's academic unit specializing in business administration and economics education and research.
F. None of above.

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_69d7bdea2ca881908f379526c13b1145`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d954e90efc81909951dbe698afa851`	completed	April 10, 2026, 7:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f65ecf3e248190868c1eb864191f8b`	completed	May 2, 2026, 8:30 p.m.
NEDg	Description generation	`batch_69f66088890c8190b67a958d7f0822a6`	completed	May 2, 2026, 8:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6613ce1108190851cf8491fe666c8`	completed	May 2, 2026, 8:40 p.m.

Created at: April 9, 2026, 5:11 p.m.