Triple

T10617413

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marywood University	`E276156`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	School of Business and Global Innovation The School of Business and Global Innovation is Marywood University's business-focused academic division offering programs in areas such as management, marketing, finance, and international business with an emphasis on global perspectives and innovation.	`E876110`	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: School of Business and Global Innovation | Statement: [Marywood University, hasAcademicUnit, School of Business and Global Innovation]

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

Target entity: School of Business and Global Innovation
Context triple: [Marywood University, hasAcademicUnit, School of Business and Global Innovation]

A. College of Business and Innovation
The College of Business and Innovation is the University of Toledo’s business school, offering undergraduate and graduate programs focused on business education, research, and professional development.
B. College of Business and Global Affairs
The College of Business and Global Affairs is an academic division of the University of Tennessee at Martin offering programs in business, economics, and international affairs.
C. School of Business & Society
The School of Business & Society is an academic division of the University of Redlands that focuses on business education with an emphasis on social responsibility and community impact.
D. School of Business and Governance
The School of Business and Governance is a faculty of Tallinn University of Technology specializing in business, economics, and public administration education and research.
E. College of Business, Innovation, Leadership, and Technology
The College of Business, Innovation, Leadership, and Technology is a professional school at Marymount University offering programs that integrate business education with leadership development and technology-focused learning.
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: School of Business and Global Innovation
Triple: [Marywood University, hasAcademicUnit, School of Business and Global Innovation]

Generated description

The School of Business and Global Innovation is Marywood University's business-focused academic division offering programs in areas such as management, marketing, finance, and international business with an emphasis on global perspectives and innovation.

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

Target entity: School of Business and Global Innovation
Target entity description: The School of Business and Global Innovation is Marywood University's business-focused academic division offering programs in areas such as management, marketing, finance, and international business with an emphasis on global perspectives and innovation.

A. College of Business and Innovation
The College of Business and Innovation is the University of Toledo’s business school, offering undergraduate and graduate programs focused on business education, research, and professional development.
B. College of Business and Global Affairs
The College of Business and Global Affairs is an academic division of the University of Tennessee at Martin offering programs in business, economics, and international affairs.
C. School of Business & Society
The School of Business & Society is an academic division of the University of Redlands that focuses on business education with an emphasis on social responsibility and community impact.
D. School of Business and Governance
The School of Business and Governance is a faculty of Tallinn University of Technology specializing in business, economics, and public administration education and research.
E. College of Business, Innovation, Leadership, and Technology
The College of Business, Innovation, Leadership, and Technology is a professional school at Marymount University offering programs that integrate business education with leadership development and technology-focused learning.
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_69d6aaf948d88190806cc3a8c47a3fb2`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d6df6e2df4819099a19b59d90d0dd1`	completed	April 8, 2026, 11:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d96b7bb7108190b0f1cbe4117abec0`	completed	April 10, 2026, 9:28 p.m.
NEDg	Description generation	`batch_69d96dee84f48190bf5b0cb1115a8bba`	completed	April 10, 2026, 9:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69d9708824208190acf75933962d690f`	completed	April 10, 2026, 9:50 p.m.

Created at: April 8, 2026, 7:33 p.m.