Triple

T5573389

Position	Surface form	Disambiguated ID	Type / Status
Subject	Youngstown State University	`E146256`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	Williamson College of Business Administration Williamson College of Business Administration is the business school of Youngstown State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.	`E531034`	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: Williamson College of Business Administration | Statement: [Youngstown State University, hasAcademicUnit, Williamson College of Business Administration]

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

Target entity: Williamson College of Business Administration
Context triple: [Youngstown State University, hasAcademicUnit, Williamson College of Business Administration]

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Scott College of Business
Scott College of Business is the business school of Indiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
C. Saunders College of Business
Saunders College of Business is the business school of the Rochester Institute of Technology, offering undergraduate and graduate programs with a strong emphasis on technology, innovation, and experiential learning.
D. Rohrer College of Business
Rohrer College of Business is the business school of Rowan University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Trulaske College of Business
Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and 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: Williamson College of Business Administration
Triple: [Youngstown State University, hasAcademicUnit, Williamson College of Business Administration]

Generated description

Williamson College of Business Administration is the business school of Youngstown State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.

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

Target entity: Williamson College of Business Administration
Target entity description: Williamson College of Business Administration is the business school of Youngstown State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Scott College of Business
Scott College of Business is the business school of Indiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
C. Saunders College of Business
Saunders College of Business is the business school of the Rochester Institute of Technology, offering undergraduate and graduate programs with a strong emphasis on technology, innovation, and experiential learning.
D. Rohrer College of Business
Rohrer College of Business is the business school of Rowan University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Trulaske College of Business
Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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_69c008ffed108190a084602227af6157`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c02052dd0481909aba6863831357eb`	completed	March 22, 2026, 5:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0284ef6e48190bae9c9a1b1d77f5d`	completed	March 22, 2026, 5:35 p.m.
NEDg	Description generation	`batch_69c037b5be3c819098c8500350267a1e`	completed	March 22, 2026, 6:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69c0393144248190a97d1f82b81cc868`	completed	March 22, 2026, 6:47 p.m.

Created at: March 22, 2026, 3:37 p.m.