Triple

T2431324

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shaw University	`E52851`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Business and Professional Studies The School of Business and Professional Studies is an academic division of Shaw University offering undergraduate and possibly graduate programs focused on business, management, and related professional fields.	`E269467`	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 and Professional Studies | Statement: [Shaw University, hasSchool, School of Business and Professional Studies]

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

Target entity: School of Business and Professional Studies
Context triple: [Shaw University, hasSchool, School of Business and Professional Studies]

A. 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.
B. School of Business
The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
C. 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.
D. School of Business
The School of Business at the University of California, Riverside is a public business school offering undergraduate and graduate programs in areas such as management, finance, and marketing, with a focus on research and experiential learning.
E. 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.
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 and Professional Studies
Triple: [Shaw University, hasSchool, School of Business and Professional Studies]

Generated description

The School of Business and Professional Studies is an academic division of Shaw University offering undergraduate and possibly graduate programs focused on business, management, and related professional fields.

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

Target entity: School of Business and Professional Studies
Target entity description: The School of Business and Professional Studies is an academic division of Shaw University offering undergraduate and possibly graduate programs focused on business, management, and related professional fields.

A. 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.
B. School of Business
The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
C. 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.
D. 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.
E. School of Business
The School of Business at the University of California, Riverside is a public business school offering undergraduate and graduate programs in areas such as management, finance, and marketing, with a focus on research and experiential learning.
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_69ab4959bcc0819083246f9fb10439e3`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abc9c767a88190b31cbccdce8e8982`	completed	March 7, 2026, 6:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af17864e9881909b32b70d55028016`	completed	March 9, 2026, 6:55 p.m.
NEDg	Description generation	`batch_69af185baf5c8190b8aa3dc672f2e1be`	completed	March 9, 2026, 6:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69af18d8ab0881908ecd027080f96e0e`	completed	March 9, 2026, 7 p.m.

Created at: March 6, 2026, 9:43 p.m.