Triple

T12803815

Position	Surface form	Disambiguated ID	Type / Status
Subject	Liberty University	`E306090`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	Liberty University School of Business Liberty University School of Business is the business education division of Liberty University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing with an emphasis on Christian values and practical career preparation.	`E1004596`	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: Liberty University School of Business | Statement: [Liberty University, hasSchool, Liberty University School of Business]

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

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

A. McColl School of Business
McColl School of Business is the business school of Queens University of Charlotte, offering undergraduate and graduate programs focused on leadership, entrepreneurship, and professional development.
B. Lacy School of Business
The Lacy School of Business is the business school of Butler University, offering undergraduate and graduate programs focused on business education and professional development.
C. Sorrell College of Business
Sorrell College of Business is the business school of Troy University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. Fuqua School of Business
Fuqua School of Business is Duke University's graduate business school, renowned for its MBA and business education programs and strong emphasis on global leadership and teamwork.
E. Soules College of Business
Soules College of Business is the business school of the University of Texas at Tyler, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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: Liberty University School of Business
Triple: [Liberty University, hasSchool, Liberty University School of Business]

Generated description

Liberty University School of Business is the business education division of Liberty University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing with an emphasis on Christian values and practical career preparation.

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

Target entity: Liberty University School of Business
Target entity description: Liberty University School of Business is the business education division of Liberty University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing with an emphasis on Christian values and practical career preparation.

A. McColl School of Business
McColl School of Business is the business school of Queens University of Charlotte, offering undergraduate and graduate programs focused on leadership, entrepreneurship, and professional development.
B. Lacy School of Business
The Lacy School of Business is the business school of Butler University, offering undergraduate and graduate programs focused on business education and professional development.
C. Sorrell College of Business
Sorrell College of Business is the business school of Troy University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. Fuqua School of Business
Fuqua School of Business is Duke University's graduate business school, renowned for its MBA and business education programs and strong emphasis on global leadership and teamwork.
E. Soules College of Business
Soules College of Business is the business school of the University of Texas at Tyler, 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_69d7bdf366888190a8cccb982606889c`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96e7e3be48190ba9159c9f1ac2ccd`	completed	April 10, 2026, 9:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f68ec463f08190822e5235362cf584`	completed	May 2, 2026, 11:54 p.m.
NEDg	Description generation	`batch_69f6908cb8ec8190855b217c13a51f16`	completed	May 3, 2026, 12:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6917688508190ae5a64494eaadce7`	completed	May 3, 2026, 12:06 a.m.

Created at: April 9, 2026, 5:30 p.m.