Triple

T1448916

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Hawaiʻi at Mānoa	`E31241`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	Shidler College of Business Shidler College of Business is the business school of the University of Hawaiʻi at Mānoa, known for its strong focus on international business and Asia-Pacific regional studies.	`E165213`	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: Shidler College of Business | Statement: [University of Hawaiʻi at Mānoa, hasSchool, Shidler College of Business]

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

Target entity: Shidler College of Business
Context triple: [University of Hawaiʻi at Mānoa, hasSchool, Shidler 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. Culverhouse College of Business
Culverhouse College of Business is the University of Alabama’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. 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.
E. Hankamer School of Business
Hankamer School of Business is the business school of Baylor 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: Shidler College of Business
Triple: [University of Hawaiʻi at Mānoa, hasSchool, Shidler College of Business]

Generated description

Shidler College of Business is the business school of the University of Hawaiʻi at Mānoa, known for its strong focus on international business and Asia-Pacific regional studies.

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

Target entity: Shidler College of Business
Target entity description: Shidler College of Business is the business school of the University of Hawaiʻi at Mānoa, known for its strong focus on international business and Asia-Pacific regional studies.

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. Culverhouse College of Business
Culverhouse College of Business is the University of Alabama’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. 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.
E. Hankamer School of Business
Hankamer School of Business is the business school of Baylor 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_69a499171a28819085b993a3ac78e363`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c55c408c8190917ed44d9070a2fb`	completed	March 1, 2026, 11:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad08c229808190af9936b481390170`	completed	March 8, 2026, 5:27 a.m.
NEDg	Description generation	`batch_69ad098f9fd0819094d9478881ca1a46`	completed	March 8, 2026, 5:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad0a6c7aa08190b21b00c03f04af27`	completed	March 8, 2026, 5:34 a.m.

Created at: March 1, 2026, 8 p.m.