Triple

T3133608

Position	Surface form	Disambiguated ID	Type / Status
Subject	Villanova University	`E65474`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	Villanova School of Business Villanova School of Business is the business school of Villanova University, known for its undergraduate and graduate programs in business disciplines and its emphasis on ethics and experiential learning.	`E330560`	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: Villanova School of Business | Statement: [Villanova University, hasSchool, Villanova School of Business]

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

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

A. LeBow College of Business
LeBow College of Business is the business school of Drexel University, offering undergraduate, graduate, and professional programs in areas such as finance, marketing, and management.
B. Fox School of Business and Management
The Fox School of Business and Management is the business school of Temple University, offering undergraduate, graduate, and professional programs in business and management disciplines.
C. Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Lucas College and Graduate School of Business
Lucas College and Graduate School of Business is the business school of San José State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Mendoza College of Business
Mendoza College of Business is the University of Notre Dame’s business school, known for its emphasis on ethical leadership and values-based management education.
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: Villanova School of Business
Triple: [Villanova University, hasSchool, Villanova School of Business]

Generated description

Villanova School of Business is the business school of Villanova University, known for its undergraduate and graduate programs in business disciplines and its emphasis on ethics and experiential learning.

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

Target entity: Villanova School of Business
Target entity description: Villanova School of Business is the business school of Villanova University, known for its undergraduate and graduate programs in business disciplines and its emphasis on ethics and experiential learning.

A. LeBow College of Business
LeBow College of Business is the business school of Drexel University, offering undergraduate, graduate, and professional programs in areas such as finance, marketing, and management.
B. Fox School of Business and Management
The Fox School of Business and Management is the business school of Temple University, offering undergraduate, graduate, and professional programs in business and management disciplines.
C. Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Lucas College and Graduate School of Business
Lucas College and Graduate School of Business is the business school of San José State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Mendoza College of Business
Mendoza College of Business is the University of Notre Dame’s business school, known for its emphasis on ethical leadership and values-based management education.
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_69ad8581c25c8190b0d85ba9b9baa531`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada56104ec8190a14591ed73f3fe83`	completed	March 8, 2026, 4:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b20f84d8288190b1f48fa0f5c10773`	completed	March 12, 2026, 12:57 a.m.
NEDg	Description generation	`batch_69b2102e35b08190ad9ca397f0c937da`	completed	March 12, 2026, 1 a.m.
NED2	Entity disambiguation (via description)	`batch_69b21458b07081909d75886e0d9f88e9`	completed	March 12, 2026, 1:18 a.m.

Created at: March 8, 2026, 3:05 p.m.