Triple

T10709150

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fisher College of Business	`E252486`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Department of Marketing and Logistics The Department of Marketing and Logistics is an academic unit specializing in marketing strategy, consumer behavior, and supply chain/logistics management within a business school setting.	`E880512`	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 and Logistics | Statement: [Fisher College of Business, hasUnit, Department of Marketing and Logistics]

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

Target entity: Department of Marketing and Logistics
Context triple: [Fisher College of Business, hasUnit, Department of Marketing and Logistics]

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 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 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 the Trulaske College of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and digital marketing.
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 and Logistics
Triple: [Fisher College of Business, hasUnit, Department of Marketing and Logistics]

Generated description

The Department of Marketing and Logistics is an academic unit specializing in marketing strategy, consumer behavior, and supply chain/logistics management within a business school setting.

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

Target entity: Department of Marketing and Logistics
Target entity description: The Department of Marketing and Logistics is an academic unit specializing in marketing strategy, consumer behavior, and supply chain/logistics management within a business school setting.

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 the Isenberg School of Management that focuses on teaching and research in areas such as consumer behavior, branding, market research, and strategic marketing.
C. 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.
D. 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.
E. 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.
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_69d6aa5cbabc8190973e683950d89faf`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d6fe5063bc8190ba12fd68a59c9a03`	completed	April 9, 2026, 1:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d9990f220081909dae41bcec8b4768`	completed	April 11, 2026, 12:42 a.m.
NEDg	Description generation	`batch_69d99e8632688190b3746649a124ca09`	completed	April 11, 2026, 1:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69da625a1e8c8190b282e7a70bb7c876`	completed	April 11, 2026, 3:01 p.m.

Created at: April 8, 2026, 9:13 p.m.