Triple

T4651497

Position	Surface form	Disambiguated ID	Type / Status
Subject	Virginia Tech	`E102303`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Pamplin College of Business Pamplin College of Business is the business school of Virginia Tech, offering undergraduate and graduate programs in areas such as accounting, finance, management, marketing, and business information technology.	`E457889`	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: Pamplin College of Business | Statement: [Virginia Tech, hasAcademicDivision, Pamplin College of Business]

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

Target entity: Pamplin College of Business
Context triple: [Virginia Tech, hasAcademicDivision, Pamplin College of Business]

A. Pamplin School of Business
Pamplin School of Business is the business school of the University of Portland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Saunders College of Business
Saunders College of Business is the business school of the Rochester Institute of Technology, offering undergraduate and graduate programs with a strong emphasis on technology, innovation, and experiential learning.
C. Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
D. Perdue School of Business
The Perdue School of Business is the business school of Salisbury University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, 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: Pamplin College of Business
Triple: [Virginia Tech, hasAcademicDivision, Pamplin College of Business]

Generated description

Pamplin College of Business is the business school of Virginia Tech, offering undergraduate and graduate programs in areas such as accounting, finance, management, marketing, and business information technology.

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

Target entity: Pamplin College of Business
Target entity description: Pamplin College of Business is the business school of Virginia Tech, offering undergraduate and graduate programs in areas such as accounting, finance, management, marketing, and business information technology.

A. Pamplin School of Business
Pamplin School of Business is the business school of the University of Portland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Saunders College of Business
Saunders College of Business is the business school of the Rochester Institute of Technology, offering undergraduate and graduate programs with a strong emphasis on technology, innovation, and experiential learning.
C. Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
D. Perdue School of Business
The Perdue School of Business is the business school of Salisbury University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
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_69bd43d71a308190afea7280841b0de8`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd630343f88190954d19fcd18a5864`	completed	March 20, 2026, 3:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfae7636881908244b86cba1c66b7`	completed	March 21, 2026, 1:56 a.m.
NEDg	Description generation	`batch_69bdfbc12acc8190b8116a6003abb3e3`	completed	March 21, 2026, 2 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfc44536c8190a71e52b0690a7570`	completed	March 21, 2026, 2:02 a.m.

Created at: March 20, 2026, 1:14 p.m.