Triple

T20918402

Position	Surface form	Disambiguated ID	Type / Status
Subject	Towson University	`E515136`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	College of Business and Economics The College of Business and Economics is Towson University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.	`E1457823`	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 and Economics | Statement: [Towson University, hasAcademicDivision, College of Business and Economics]

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

Target entity: College of Business and Economics
Context triple: [Towson University, hasAcademicDivision, College of Business and Economics]

A. College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
B. College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
C. College of Business and Economics
The College of Business and Economics is an academic division of Hanbat National University specializing in education and research in business, management, and economic disciplines.
D. College of Business and Economics
The College of Business and Economics is the business-focused academic division of Lenoir–Rhyne University, offering undergraduate and graduate programs in areas such as management, finance, marketing, and economics.
E. College of Business and Economics
The College of Business and Economics is Yonsei University's academic unit specializing in business administration and economics education and research.
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 and Economics
Triple: [Towson University, hasAcademicDivision, College of Business and Economics]

Generated description

The College of Business and Economics is Towson University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

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

Target entity: College of Business and Economics
Target entity description: The College of Business and Economics is Towson University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

A. College of Business and Economics
The College of Business and Economics is Boise State University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. College of Business and Economics
The College of Business and Economics is the business school of California State University, East Bay, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. College of Business and Economics
The College of Business and Economics is the business school of the University of Wisconsin–Whitewater, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. College of Business and Economics
The College of Business and Economics is the University of Idaho’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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_69e0b4f9d5ec8190bb2bd27350ed341c`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6ec647028819082031eb706a62ad5`	completed	April 21, 2026, 3:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a091fc6e5188190b1c7cd65c737da56`	completed	May 17, 2026, 1:54 a.m.
NEDg	Description generation	`batch_6a0920eafb048190a93885530a357b83`	completed	May 17, 2026, 1:59 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0921b56d3881908c7d71c11bc3b925`	completed	May 17, 2026, 2:02 a.m.

Created at: April 16, 2026, 12:48 p.m.