Triple

T7566673

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hofstra University	`E178930`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Frank G. Zarb School of Business The Frank G. Zarb School of Business is the business school of Hofstra University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.	`E672756`	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: Frank G. Zarb School of Business | Statement: [Hofstra University, hasAcademicDivision, Frank G. Zarb School of Business]

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

Target entity: Frank G. Zarb School of Business
Context triple: [Hofstra University, hasAcademicDivision, Frank G. Zarb School of Business]

A. W. Frank Barton School of Business
The W. Frank Barton School of Business is the business school of Wichita State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. Richard A. Chaifetz School of Business
The Richard A. Chaifetz School of Business is the business school of Saint Louis University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Raymond A. Mason School of Business
Raymond A. Mason School of Business is the business school of the College of William & Mary, known for its strong undergraduate and graduate programs emphasizing leadership, innovation, and experiential learning.
D. Robert B. Willumstad School of Business
The Robert B. Willumstad School of Business is the business school of Adelphi University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Alfred Lerner College of Business and Economics
Alfred Lerner College of Business and Economics is the University of Delaware’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, economics, and management.
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: Frank G. Zarb School of Business
Triple: [Hofstra University, hasAcademicDivision, Frank G. Zarb School of Business]

Generated description

The Frank G. Zarb School of Business is the business school of Hofstra University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

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

Target entity: Frank G. Zarb School of Business
Target entity description: The Frank G. Zarb School of Business is the business school of Hofstra University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

A. W. Frank Barton School of Business
The W. Frank Barton School of Business is the business school of Wichita State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. Richard A. Chaifetz School of Business
The Richard A. Chaifetz School of Business is the business school of Saint Louis University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Raymond A. Mason School of Business
Raymond A. Mason School of Business is the business school of the College of William & Mary, known for its strong undergraduate and graduate programs emphasizing leadership, innovation, and experiential learning.
D. Robert B. Willumstad School of Business
The Robert B. Willumstad School of Business is the business school of Adelphi University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Alfred Lerner College of Business and Economics
Alfred Lerner College of Business and Economics is the University of Delaware’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, economics, and management.
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_69c69f2f80288190b95cceb4da92ab2b`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f91c717881909c88901cc3b101c7`	completed	March 27, 2026, 9:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c856dc5ea881908c2e0075f9631af4`	completed	March 28, 2026, 10:31 p.m.
NEDg	Description generation	`batch_69c8575116c481909aa2bebb997e2883`	completed	March 28, 2026, 10:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69c857d522dc8190ae3c4734ac428334`	completed	March 28, 2026, 10:36 p.m.

Created at: March 27, 2026, 3:50 p.m.