Triple

T4602802

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oakwood University	`E100358`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Business The School of Business is Oakwood University's academic division dedicated to business education, offering programs that prepare students for careers in areas such as management, finance, and marketing.	`E455843`	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: School of Business | Statement: [Oakwood University, hasSchool, School of Business]

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

Target entity: School of Business
Context triple: [Oakwood University, hasSchool, School of Business]

A. School of Business
The School of Business at Trinity College Dublin is a leading Irish business school offering undergraduate, postgraduate, and executive education in business and management.
B. School of Business
The School of Business at North Carolina Central University is an academic unit that offers undergraduate and graduate programs focused on business education, management, and related professional fields.
C. School of Business
The School of Business at George Mason University is a professional academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on preparing students for careers in the global business environment.
D. School of Business
The School of Business at California Baptist University is an academic division offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing within a Christian higher-education setting.
E. School of Business
The School of Business at Ithaca College is a professional academic division offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management with a focus on experiential learning and career preparation.
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: School of Business
Triple: [Oakwood University, hasSchool, School of Business]

Generated description

The School of Business is Oakwood University's academic division dedicated to business education, offering programs that prepare students for careers in areas such as management, finance, and marketing.

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

Target entity: School of Business
Target entity description: The School of Business is Oakwood University's academic division dedicated to business education, offering programs that prepare students for careers in areas such as management, finance, and marketing.

A. School of Business
The School of Business is an academic division of Camosun College that offers business-related programs and courses in areas such as management, accounting, marketing, and entrepreneurship.
B. School of Business
The School of Business at the College of Charleston is an academic division 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. School of Business
The School of Business at Wake Forest University is a professional academic unit offering undergraduate and graduate programs in business disciplines such as management, finance, and accounting.
D. School of Business
The School of Business is an academic division of Norfolk State University that offers business-related undergraduate and graduate programs.
E. School of Business
The School of Business at the University of Indianapolis is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
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_69bd43cbc014819098b45f435908f88a`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd597462c08190bcdb3efd880778b1`	completed	March 20, 2026, 2:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfa676b0081909f56049f466e1197`	completed	March 21, 2026, 1:54 a.m.
NEDg	Description generation	`batch_69bdfc1ee7708190bde64616c0e2a650`	completed	March 21, 2026, 2:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfcd30a708190aa640230a17b4ec6`	completed	March 21, 2026, 2:05 a.m.

Created at: March 20, 2026, 1:11 p.m.