Triple

T14721802

Position	Surface form	Disambiguated ID	Type / Status
Subject	Harbert College of Business	`E345832`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Marketing The Department of Marketing is an academic unit within the Harbert College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.	`E1115608`	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 Marketing | Statement: [Harbert College of Business, hasDepartment, Department of Marketing]

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

Target entity: Department of Marketing
Context triple: [Harbert College of Business, hasDepartment, Department of Marketing]

A. Department of Marketing
The Department of Marketing is an academic unit at the Vienna University of Economics and Business specializing in research and education on marketing strategy, consumer behavior, and market analysis.
B. Department of Marketing
The Department of Marketing is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
C. Department of Marketing
The Department of Marketing is an academic unit within Wayne State University's Mike Ilitch School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
D. Department of Marketing
The Department of Marketing is an academic unit within the Faculty of Commerce at the University of Swaziland that focuses on teaching and research in marketing principles, strategies, and practices.
E. Department of Marketing
The Department of Marketing is an academic unit within Istanbul University’s Faculty of Business Administration that focuses on education and research in marketing theory and practice.
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 Marketing
Triple: [Harbert College of Business, hasDepartment, Department of Marketing]

Generated description

The Department of Marketing is an academic unit within the Harbert College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.

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

Target entity: Department of Marketing
Target entity description: The Department of Marketing is an academic unit within the Harbert College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.

A. Department of Marketing
The Department of Marketing is an academic unit within the College of Business and Economics that focuses on teaching and research in areas such as consumer behavior, market strategy, branding, and digital marketing.
B. Department of Marketing
The Department of Marketing is an academic unit within the Haslam College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.
C. Department of Marketing
The Department of Marketing is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
D. Department of Marketing
The Department of Marketing is an academic unit within the E. J. Ourso College of Business that focuses on teaching and research in areas such as consumer behavior, branding, and market strategy.
E. Department of Marketing
The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
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_69d822e5911c8190ba589f957dbd9ba7`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69dec25d56fc8190871873ca55d49272`	completed	April 14, 2026, 10:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fdf0957bb081908f1f382f3be8ec20`	completed	May 8, 2026, 2:17 p.m.
NEDg	Description generation	`batch_69fdf440a03c8190886119ab3c8ab610`	completed	May 8, 2026, 2:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69fdf4f2acbc8190b51ee456093a2813`	completed	May 8, 2026, 2:36 p.m.

Created at: April 10, 2026, 1:29 a.m.