Triple

T1925445

Position	Surface form	Disambiguated ID	Type / Status
Subject	California Polytechnic State University, San Luis Obispo	`E40818`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Orfalea College of Business Orfalea College of Business is the business school of California Polytechnic State University in San Luis Obispo, known for its hands-on, "Learn by Doing" approach to business education.	`E215591`	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: Orfalea College of Business | Statement: [California Polytechnic State University, San Luis Obispo, hasCollege, Orfalea College of Business]

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

Target entity: Orfalea College of Business
Context triple: [California Polytechnic State University, San Luis Obispo, hasCollege, Orfalea College of Business]

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Leavey School of Business
The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
C. Opus College of Business
Opus College of Business is the business school of the University of St. Thomas, offering undergraduate and graduate programs in areas such as management, finance, marketing, and entrepreneurship.
D. 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.
E. Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, 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: Orfalea College of Business
Triple: [California Polytechnic State University, San Luis Obispo, hasCollege, Orfalea College of Business]

Generated description

Orfalea College of Business is the business school of California Polytechnic State University in San Luis Obispo, known for its hands-on, "Learn by Doing" approach to business education.

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

Target entity: Orfalea College of Business
Target entity description: Orfalea College of Business is the business school of California Polytechnic State University in San Luis Obispo, known for its hands-on, "Learn by Doing" approach to business education.

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Leavey School of Business
The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
C. Opus College of Business
Opus College of Business is the business school of the University of St. Thomas, offering undergraduate and graduate programs in areas such as management, finance, marketing, and entrepreneurship.
D. 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.
E. Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, 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_69a8864711648190b07bed24ed76258e`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb260da088190ac53bfc9437e112b`	completed	March 7, 2026, 5:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adf3e881748190b00f125185e91271`	completed	March 8, 2026, 10:10 p.m.
NEDg	Description generation	`batch_69adf494f0288190bf77285d18fcd3d9`	completed	March 8, 2026, 10:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69adf51f49488190b9b0465b4da685c1`	completed	March 8, 2026, 10:15 p.m.

Created at: March 4, 2026, 7:35 p.m.