Triple

T9183728

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Business Administration (University of Missouri–St. Louis)	`E220398`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	Department of Marketing and Entrepreneurship (UMSL) The Department of Marketing and Entrepreneurship at the University of Missouri–St. Louis is an academic unit that offers education and research programs focused on marketing strategy, consumer behavior, and new venture creation within the College of Business Administration.	`E783061`	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 Entrepreneurship (UMSL) | Statement: [College of Business Administration (University of Missouri–St. Louis), hasAcademicUnit, Department of Marketing and Entrepreneurship (UMSL)]

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

Target entity: Department of Marketing and Entrepreneurship (UMSL)
Context triple: [College of Business Administration (University of Missouri–St. Louis), hasAcademicUnit, Department of Marketing and Entrepreneurship (UMSL)]

A. Department of Management and Entrepreneurship
The Department of Management and Entrepreneurship is an academic unit within the Haslam College of Business that focuses on teaching and research in organizational management, leadership, and new venture creation.
B. Department of Management and Marketing
The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
C. Faculty of Marketing
The Faculty of Marketing is an academic unit of the National Economics University in Vietnam specializing in education and research in marketing and related business disciplines.
D. Department of Marketing and Consumer Studies
The Department of Marketing and Consumer Studies is an academic unit specializing in marketing, consumer behavior, and related business disciplines within the Gordon S. Lang School of Business and Economics.
E. Faculty of Management and Marketing
The Faculty of Management and Marketing is a business-oriented academic division of Kyiv Polytechnic Institute that specializes in education and research in management, marketing, and related economic disciplines.
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 Entrepreneurship (UMSL)
Triple: [College of Business Administration (University of Missouri–St. Louis), hasAcademicUnit, Department of Marketing and Entrepreneurship (UMSL)]

Generated description

The Department of Marketing and Entrepreneurship at the University of Missouri–St. Louis is an academic unit that offers education and research programs focused on marketing strategy, consumer behavior, and new venture creation within the College of Business Administration.

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

Target entity: Department of Marketing and Entrepreneurship (UMSL)
Target entity description: The Department of Marketing and Entrepreneurship at the University of Missouri–St. Louis is an academic unit that offers education and research programs focused on marketing strategy, consumer behavior, and new venture creation within the College of Business Administration.

A. Department of Management and Entrepreneurship
The Department of Management and Entrepreneurship is an academic unit within the Haslam College of Business that focuses on teaching and research in organizational management, leadership, and new venture creation.
B. Department of Management and Marketing
The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
C. Faculty of Marketing
The Faculty of Marketing is an academic unit of the National Economics University in Vietnam specializing in education and research in marketing and related business disciplines.
D. Department of Marketing and Consumer Studies
The Department of Marketing and Consumer Studies is an academic unit specializing in marketing, consumer behavior, and related business disciplines within the Gordon S. Lang School of Business and Economics.
E. Faculty of Management and Marketing
The Faculty of Management and Marketing is a business-oriented academic division of Kyiv Polytechnic Institute that specializes in education and research in management, marketing, and related economic disciplines.
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_69ca83e6d77c81909862b7afef56b1bf`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccc31734908190b8ebe3b57849ca5f`	completed	April 1, 2026, 7:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d05c1474a08190aa3e3e90326a20d1`	completed	April 4, 2026, 12:32 a.m.
NEDg	Description generation	`batch_69d05ca2a3f881909ed9193560b5b0cd`	completed	April 4, 2026, 12:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69d05d4191f8819083c0ae2a68059c93`	completed	April 4, 2026, 12:37 a.m.

Created at: March 30, 2026, 7:24 p.m.