Triple

T4932762

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Wisconsin–Superior	`E110735`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Department of Business and Economics The Department of Business and Economics at the University of Wisconsin–Superior is an academic unit that offers undergraduate programs and coursework in areas such as business administration, management, and economics.	`E481862`	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: Department of Business and Economics | Statement: [University of Wisconsin–Superior, hasAcademicDivision, Department of Business and Economics]

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

Target entity: Department of Business and Economics
Context triple: [University of Wisconsin–Superior, hasAcademicDivision, Department of Business and Economics]

A. School of Business and Economics
The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
B. School of Business and Economics
The School of Business and Economics is an academic division of Sonoma State University offering undergraduate and graduate programs in business, management, and related fields.
C. School of Business and Economics
The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
D. 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.
E. 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.
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: Department of Business and Economics
Triple: [University of Wisconsin–Superior, hasAcademicDivision, Department of Business and Economics]

Generated description

The Department of Business and Economics at the University of Wisconsin–Superior is an academic unit that offers undergraduate programs and coursework in areas such as business administration, management, and economics.

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

Target entity: Department of Business and Economics
Target entity description: The Department of Business and Economics at the University of Wisconsin–Superior is an academic unit that offers undergraduate programs and coursework in areas such as business administration, management, and economics.

A. School of Business and Economics
The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
B. School of Business and Economics
The School of Business and Economics is an academic division of Sonoma State University offering undergraduate and graduate programs in business, management, and related fields.
C. School of Business and Economics
The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
D. 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.
E. 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.
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_69bd4415190c8190817bee7ec9f9f944`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd70652d988190ba4a493db510952e`	completed	March 20, 2026, 4:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be77b41c4c8190b4f714334242bc9b`	completed	March 21, 2026, 10:49 a.m.
NEDg	Description generation	`batch_69be7b9611a881908e83086719406145`	completed	March 21, 2026, 11:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69be7ce630248190b274547eaa15fe85`	completed	March 21, 2026, 11:11 a.m.

Created at: March 20, 2026, 1:30 p.m.