Triple

T1522838

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northern Michigan University	`E32267`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	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.	`E175565`	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: [Northern Michigan University, hasCollege, College of Business]

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

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

A. College of Business
The College of Business at Oregon State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and entrepreneurship.
B. 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.
C. College of Business
The College of Business at Florida International University is a major public business school in Miami known for its programs in international business, finance, and entrepreneurship.
D. College of Business
The College of Business, now known as Gies College of Business, is the business school of the University of Illinois at Urbana-Champaign offering undergraduate and graduate programs in fields such as accounting, finance, and management.
E. College of Business Administration
The College of Business Administration at the University of Detroit Mercy is an academic unit offering undergraduate and graduate programs in business and management disciplines.
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: [Northern Michigan University, hasCollege, College of Business]

Generated description

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.

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

Target entity: College of Business
Target entity description: 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.

A. College of Business
The College of Business at Oregon State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and entrepreneurship.
B. College of Business
The College of Business at Florida International University is a major public business school in Miami known for its programs in international business, finance, and entrepreneurship.
C. College of Business
The College of Business, now known as Gies College of Business, is the business school of the University of Illinois at Urbana-Champaign offering undergraduate and graduate programs in fields such as accounting, finance, and management.
D. 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.
E. College of Business Administration
The College of Business Administration at the University of Detroit Mercy is an academic unit offering undergraduate and graduate programs in business and management disciplines.
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_69a885e9b0ac819093a9806ad0efc82c`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a90800433c8190b23ae2860493a16e`	completed	March 5, 2026, 4:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad308f99d8819095c2ed404d4170b3`	completed	March 8, 2026, 8:17 a.m.
NEDg	Description generation	`batch_69ad3122d16081909cc0ad2fc55ee761`	completed	March 8, 2026, 8:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad31c7a2b08190a75ee4face596565`	completed	March 8, 2026, 8:22 a.m.

Created at: March 4, 2026, 7:26 p.m.