Triple

T7035325

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Vermont	`E163366`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Grossman School of Business The Grossman School of Business is the business school of the University of Vermont, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and entrepreneurship.	`E637217`	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: Grossman School of Business | Statement: [University of Vermont, hasAcademicDivision, Grossman School of Business]

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

Target entity: Grossman School of Business
Context triple: [University of Vermont, hasAcademicDivision, Grossman School of Business]

A. Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
B. Henry W. Bloch School of Management
Henry W. Bloch School of Management is the business school of the University of Missouri–Kansas City, offering undergraduate and graduate programs in business and public administration.
C. Goodman School of Business
The Goodman School of Business is the business faculty of Brock University in Ontario, Canada, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Norm Brodsky College of Business
Norm Brodsky College of Business is the business school of Rider University, offering undergraduate and graduate programs focused on business education and professional development.
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: Grossman School of Business
Triple: [University of Vermont, hasAcademicDivision, Grossman School of Business]

Generated description

The Grossman School of Business is the business school of the University of Vermont, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and entrepreneurship.

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

Target entity: Grossman School of Business
Target entity description: The Grossman School of Business is the business school of the University of Vermont, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and entrepreneurship.

A. Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
B. Henry W. Bloch School of Management
Henry W. Bloch School of Management is the business school of the University of Missouri–Kansas City, offering undergraduate and graduate programs in business and public administration.
C. Goodman School of Business
The Goodman School of Business is the business faculty of Brock University in Ontario, Canada, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Norm Brodsky College of Business
Norm Brodsky College of Business is the business school of Rider University, offering undergraduate and graduate programs focused on business education and professional development.
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_69c6885d691c81908cf7d31083113886`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6e212e28c8190bf38ce9a25d2032e`	completed	March 27, 2026, 8:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c775a211f88190afe5ed466abcac7a`	completed	March 28, 2026, 6:30 a.m.
NEDg	Description generation	`batch_69c779c064548190bc17a399723f85e7`	completed	March 28, 2026, 6:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69c77a79e76c8190a42fe57ffc1dc23c`	completed	March 28, 2026, 6:51 a.m.

Created at: March 27, 2026, 2:36 p.m.