Triple

T8036979

Position	Surface form	Disambiguated ID	Type / Status
Subject	Southeastern Oklahoma State University	`E187131`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	John Massey School of Business John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.	`E708580`	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: John Massey School of Business | Statement: [Southeastern Oklahoma State University, hasCollege, John Massey School of Business]

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

Target entity: John Massey School of Business
Context triple: [Southeastern Oklahoma State University, hasCollege, John Massey School of Business]

A. Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. Schroeder School of Business
Schroeder School of Business is the business school of the University of Evansville, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
C. Stuart School of Business
Stuart School of Business is the business school of the Illinois Institute of Technology in Chicago, offering programs that integrate business education with technology and analytics.
D. Goodman School of Business
The Goodman School of Business is the business faculty of Brock University in Ontario, Canada, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. 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.
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: John Massey School of Business
Triple: [Southeastern Oklahoma State University, hasCollege, John Massey School of Business]

Generated description

John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.

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

Target entity: John Massey School of Business
Target entity description: John Massey School of Business is the business school of Southeastern Oklahoma State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.

A. Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. Schroeder School of Business
Schroeder School of Business is the business school of the University of Evansville, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
C. Stuart School of Business
Stuart School of Business is the business school of the Illinois Institute of Technology in Chicago, offering programs that integrate business education with technology and analytics.
D. Goodman School of Business
The Goodman School of Business is the business faculty of Brock University in Ontario, Canada, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. 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.
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_69ca82ae2d1081909dbfee42b41db419`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3f188e1c8190b92760c91d31f2df`	completed	March 31, 2026, 3:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc56fa97ac8190a0bd646d9ec345e4`	completed	March 31, 2026, 11:21 p.m.
NEDg	Description generation	`batch_69cc58abd96c8190ab9eeaece67d5408`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cc2f71081909cb7c0c245368edb`	completed	March 31, 2026, 11:46 p.m.

Created at: March 30, 2026, 5:22 p.m.