Triple

T10905684

Position	Surface form	Disambiguated ID	Type / Status
Subject	Montana State University Billings	`E257562`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	College of Business The College of Business is an academic unit of Montana State University Billings that offers undergraduate and graduate programs in business-related fields such as management, accounting, marketing, and finance.	`E892465`	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: College of Business | Statement: [Montana State University Billings, hasAcademicDivision, College of Business]

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

Target entity: College of Business
Context triple: [Montana State University Billings, hasAcademicDivision, College of Business]

A. College of Business
The College of Business is the business school of California State University, Sacramento, offering undergraduate and graduate programs in areas such as management, finance, marketing, and accounting.
B. College of Business
The College of Business at California State University, Long Beach is a public business school offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, with a focus on preparing students for careers in the global business environment.
C. College of Business
The College of Business is the business education division of Tennessee State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. College of Business
The College of Business is an academic unit of California State University, Chico that offers undergraduate and graduate programs in business-related fields such as management, marketing, finance, and accounting.
E. College of Business
The College of Business is the business-focused academic division of Eastern New Mexico University, offering programs in areas such as management, marketing, accounting, 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: College of Business
Triple: [Montana State University Billings, hasAcademicDivision, College of Business]

Generated description

The College of Business is an academic unit of Montana State University Billings that offers undergraduate and graduate programs in business-related fields such as management, accounting, marketing, and finance.

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

Target entity: College of Business
Target entity description: The College of Business is an academic unit of Montana State University Billings that offers undergraduate and graduate programs in business-related fields such as management, accounting, marketing, and finance.

A. College of Business
The College of Business at the University of Montana is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. College of Business
The College of Business at Missouri State University is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and related professions.
C. College of Business
The College of Business is an academic unit that offers undergraduate and graduate business education, typically including programs in areas such as accounting, finance, management, and marketing.
D. College of Business
The College of Business at Marshall University is an academic unit that offers undergraduate and graduate programs in business disciplines such as management, marketing, finance, and accounting.
E. College of Business
The College of Business is an academic unit of California State University, Chico that offers undergraduate and graduate programs in business-related fields such as management, marketing, finance, and accounting.
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_69d6aa8550c8819095508a2ed9acf3db`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d770656c288190828e71600bb0acd4`	completed	April 9, 2026, 9:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e155454890819087028a72ac2be8de`	completed	April 16, 2026, 9:31 p.m.
NEDg	Description generation	`batch_69e1801dc2e8819099bc862705871761`	completed	April 17, 2026, 12:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69e1831802608190b5c3c5a4e8d8681a`	completed	April 17, 2026, 12:47 a.m.

Created at: April 8, 2026, 9:22 p.m.