Triple

T936657

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marquette University	`E20210`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	College of Business Administration The College of Business Administration is Marquette University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.	`E112219`	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 Administration | Statement: [Marquette University, hasAcademicUnit, College of Business Administration]

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

Target entity: College of Business Administration
Context triple: [Marquette University, hasAcademicUnit, College of Business Administration]

A. College of Business Administration
The College of Business Administration, now known as Mays Business School, is the business school of Texas A&M University offering undergraduate and graduate programs in business and management.
B. College of Business
The College of Business at Florida International University is a major public business school in Miami known for its programs in international business, finance, and entrepreneurship.
C. College of Business
The College of Business at Oregon State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and entrepreneurship.
D. School of Business Administration
The School of Business Administration is the University of Miami’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, management, and accounting.
E. School of Business Administration
The School of Business Administration is a faculty unit of Zhongnan University of Economics and Law specializing in education and research in management and business-related 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: College of Business Administration
Triple: [Marquette University, hasAcademicUnit, College of Business Administration]

Generated description

The College of Business Administration is Marquette University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

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

Target entity: College of Business Administration
Target entity description: The College of Business Administration is Marquette University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

A. College of Business Administration
The College of Business Administration, now known as Mays Business School, is the business school of Texas A&M University offering undergraduate and graduate programs in business and management.
B. College of Business
The College of Business at Florida International University is a major public business school in Miami known for its programs in international business, finance, and entrepreneurship.
C. College of Business
The College of Business at Oregon State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and entrepreneurship.
D. School of Business Administration
The School of Business Administration is the University of Miami’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, management, and accounting.
E. School of Business Administration
The School of Business Administration is a faculty unit of Zhongnan University of Economics and Law specializing in education and research in management and business-related 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_69a493b0270c81909e6c9ce310f6aa55`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4b3668a3c8190b0152166efa93ee1`	completed	March 1, 2026, 9:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a933a35f948190beecb14ab3c6ffd0`	completed	March 5, 2026, 7:41 a.m.
NEDg	Description generation	`batch_69a963a5b8648190b21d9edaf3d053d2`	completed	March 5, 2026, 11:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a9641f3a5c81908894097ab2177c43`	completed	March 5, 2026, 11:08 a.m.

Created at: March 1, 2026, 7:40 p.m.