Triple

T8218792

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michigan Technological University	`E192004`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	College of Business The College of Business at Michigan Technological University is the university’s business school, offering undergraduate and graduate programs that integrate business education with its strong STEM and technological focus.	`E727321`	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: [Michigan Technological University, hasCollege, College of Business]

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

Target entity: College of Business
Context triple: [Michigan Technological University, hasCollege, College of Business]

A. College of Business
The College of Business is the business-focused academic division of Northern Michigan University, offering undergraduate and possibly graduate programs in areas such as management, marketing, accounting, and finance.
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 at Ohio 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.
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: [Michigan Technological University, hasCollege, College of Business]

Generated description

The College of Business at Michigan Technological University is the university’s business school, offering undergraduate and graduate programs that integrate business education with its strong STEM and technological focus.

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

Target entity: College of Business
Target entity description: The College of Business at Michigan Technological University is the university’s business school, offering undergraduate and graduate programs that integrate business education with its strong STEM and technological focus.

A. College of Business
The College of Business is the University of Michigan–Dearborn’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. College of Business
The College of Business is the business school of Eastern Michigan University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
C. College of Business
The College of Business at Louisiana Tech University is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and industry.
D. College of Business
The College of Business at Tennessee Tech University is an academic division that offers undergraduate and graduate programs in business-related fields such as accounting, management, marketing, and finance.
E. College of Business
The College of Business is the business-focused academic division of Northern Michigan University, offering undergraduate and possibly graduate programs in areas such as management, marketing, accounting, and finance.
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_69ca82c9a8ac81908b011c38698456e4`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb7770cee881908ade560d49427895`	completed	March 31, 2026, 7:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cdc6a9c4cc81909d3b25b76e90babf`	completed	April 2, 2026, 1:30 a.m.
NEDg	Description generation	`batch_69cdcb8cbd3c8190b467ecbcf55231e9`	completed	April 2, 2026, 1:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69cdccff097c819099a33612504468e1`	completed	April 2, 2026, 1:57 a.m.

Created at: March 30, 2026, 5:45 p.m.