Triple

T3189061

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of North Dakota	`E66772`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Nistler College of Business & Public Administration Nistler College of Business & Public Administration is the business and public administration school of the University of North Dakota, offering undergraduate and graduate programs in areas such as management, accounting, finance, and public policy.	`E336529`	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: Nistler College of Business & Public Administration | Statement: [University of North Dakota, hasCollege, Nistler College of Business & Public Administration]

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

Target entity: Nistler College of Business & Public Administration
Context triple: [University of North Dakota, hasCollege, Nistler College of Business & Public Administration]

A. 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.
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. Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Heider College of Business
Heider College of Business is the business school of Creighton University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Opus College of Business
Opus College of Business is the business school of the University of St. Thomas, offering undergraduate and graduate programs in areas such as management, finance, marketing, and entrepreneurship.
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: Nistler College of Business & Public Administration
Triple: [University of North Dakota, hasCollege, Nistler College of Business & Public Administration]

Generated description

Nistler College of Business & Public Administration is the business and public administration school of the University of North Dakota, offering undergraduate and graduate programs in areas such as management, accounting, finance, and public policy.

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

Target entity: Nistler College of Business & Public Administration
Target entity description: Nistler College of Business & Public Administration is the business and public administration school of the University of North Dakota, offering undergraduate and graduate programs in areas such as management, accounting, finance, and public policy.

A. 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.
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. Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Heider College of Business
Heider College of Business is the business school of Creighton University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Opus College of Business
Opus College of Business is the business school of the University of St. Thomas, offering undergraduate and graduate programs in areas such as management, finance, marketing, and entrepreneurship.
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_69ad8587c1bc8190a2595f2c22ee1001`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada6e491508190bc881feaee3889bc`	completed	March 8, 2026, 4:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b24b9a9bc88190b7090bda8fe6260c`	completed	March 12, 2026, 5:14 a.m.
NEDg	Description generation	`batch_69b24d677ca8819094cb03360ac885da`	completed	March 12, 2026, 5:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69b25178f3c08190be78bdbd0cdfc5f3`	completed	March 12, 2026, 5:39 a.m.

Created at: March 8, 2026, 3:06 p.m.