Triple

T18088935

Position	Surface form	Disambiguated ID	Type / Status
Subject	Trine University	`E432914`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Ketner School of Business Ketner School of Business is the business education division of Trine University, offering undergraduate and graduate programs focused on preparing students for careers in commerce and management.	`E1305133`	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: Ketner School of Business | Statement: [Trine University, hasAcademicDivision, Ketner School of Business]

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

Target entity: Ketner School of Business
Context triple: [Trine University, hasAcademicDivision, Ketner School of Business]

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. Neeley School of Business
Neeley School of Business is the business school of Texas Christian University, offering undergraduate and graduate programs in business and management.
C. 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.
D. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Beacom School of Business
Beacom School of Business is the business school of the University of South Dakota, 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: Ketner School of Business
Triple: [Trine University, hasAcademicDivision, Ketner School of Business]

Generated description

Ketner School of Business is the business education division of Trine University, offering undergraduate and graduate programs focused on preparing students for careers in commerce and management.

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

Target entity: Ketner School of Business
Target entity description: Ketner School of Business is the business education division of Trine University, offering undergraduate and graduate programs focused on preparing students for careers in commerce and management.

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. Neeley School of Business
Neeley School of Business is the business school of Texas Christian University, offering undergraduate and graduate programs in business and management.
C. 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.
D. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Beacom School of Business
Beacom School of Business is the business school of the University of South Dakota, 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_69d8b907d05c819083cc3bd6021089e6`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4dd16e2148190a63cc981898e8ade`	completed	April 19, 2026, 1:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a035d9965e481909e02e97620c8be4e`	completed	May 12, 2026, 5:04 p.m.
NEDg	Description generation	`batch_6a0364cc67708190a335c1d48e001c57`	completed	May 12, 2026, 5:35 p.m.
NED2	Entity disambiguation (via description)	`batch_6a03652bf2708190b8e044b0ce01fff5`	completed	May 12, 2026, 5:36 p.m.

Created at: April 10, 2026, 10:27 a.m.