Triple

T19747329

Position	Surface form	Disambiguated ID	Type / Status
Subject	Malone University	`E474285`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	School of Business and Leadership The School of Business and Leadership is an academic division of Malone University offering undergraduate and graduate programs focused on business, management, and leadership development.	`E1393382`	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 Leadership | Statement: [Malone University, hasAcademicUnit, School of Business and Leadership]

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

Target entity: School of Business and Leadership
Context triple: [Malone University, hasAcademicUnit, School of Business and Leadership]

A. School of Business and Leadership
The School of Business and Leadership is the business-focused academic division of the University of Puget Sound, offering undergraduate programs that emphasize ethical leadership, critical thinking, and practical preparation for careers in business and management.
B. School of Business and Leadership
The School of Business and Leadership is an academic division of Colorado Christian University that offers business and leadership-focused degree programs grounded in Christian values.
C. School of Business & Leadership
The School of Business & Leadership is Regent University’s graduate division focused on developing ethically grounded, leadership-oriented professionals in business and organizational contexts.
D. College of Business and Leadership
The College of Business and Leadership is a division of Eastern University that offers business and leadership-focused academic programs and professional training.
E. School of Management and Leadership
The School of Management and Leadership is a business-focused academic division of Capital University offering programs in management, leadership, and related fields.
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 Leadership
Triple: [Malone University, hasAcademicUnit, School of Business and Leadership]

Generated description

The School of Business and Leadership is an academic division of Malone University offering undergraduate and graduate programs focused on business, management, and leadership development.

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

Target entity: School of Business and Leadership
Target entity description: The School of Business and Leadership is an academic division of Malone University offering undergraduate and graduate programs focused on business, management, and leadership development.

A. School of Business and Leadership
The School of Business and Leadership is the business-focused academic division of the University of Puget Sound, offering undergraduate programs that emphasize ethical leadership, critical thinking, and practical preparation for careers in business and management.
B. School of Business and Leadership
The School of Business and Leadership is an academic division of Colorado Christian University that offers business and leadership-focused degree programs grounded in Christian values.
C. School of Business & Leadership
The School of Business & Leadership is Regent University’s graduate division focused on developing ethically grounded, leadership-oriented professionals in business and organizational contexts.
D. College of Business and Leadership
The College of Business and Leadership is a division of Eastern University that offers business and leadership-focused academic programs and professional training.
E. School of Management and Leadership
The School of Management and Leadership is a business-focused academic division of Capital University offering programs in management, leadership, and related fields.
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_69d8e51940a0819087bd2996f98da668`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e65294b4008190818eda40630f4147`	completed	April 20, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07b503b84c8190a17cea6751610b62`	completed	May 16, 2026, 12:06 a.m.
NEDg	Description generation	`batch_6a07b9a8d45c81909da6ca868e9c69c8`	completed	May 16, 2026, 12:26 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07ba7256b48190affa988af6187a92`	completed	May 16, 2026, 12:29 a.m.

Created at: April 10, 2026, 1:47 p.m.