Triple

T15590312

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stillwater campus	`E374725`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	Oklahoma State University Spears School of Business Oklahoma State University 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.	`E1165201`	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: Oklahoma State University Spears School of Business | Statement: [Stillwater campus, hasEducationalInstitution, Oklahoma State University Spears School of Business]

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

Target entity: Oklahoma State University Spears School of Business
Context triple: [Stillwater campus, hasEducationalInstitution, Oklahoma State University Spears School 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. Tippie College of Business
Tippie College of Business is the University of Iowa’s business school, offering undergraduate, graduate, and professional programs in fields such as accounting, finance, marketing, and management.
C. University of Oklahoma
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
D. Scott College of Business
Scott College of Business is the business school of Indiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
E. 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.
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: Oklahoma State University Spears School of Business
Triple: [Stillwater campus, hasEducationalInstitution, Oklahoma State University Spears School of Business]

Generated description

Oklahoma State University 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.

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

Target entity: Oklahoma State University Spears School of Business
Target entity description: Oklahoma State University 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.

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. Tippie College of Business
Tippie College of Business is the University of Iowa’s business school, offering undergraduate, graduate, and professional programs in fields such as accounting, finance, marketing, and management.
C. University of Oklahoma
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
D. Scott College of Business
Scott College of Business is the business school of Indiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
E. 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.
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_69d85cce25008190b13b52745fbd719b`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04e4b903c8190a35f9267cb38e721`	completed	April 16, 2026, 2:49 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff4c53617c8190b4367eee351dc025`	completed	May 9, 2026, 3:01 p.m.
NEDg	Description generation	`batch_69ff4d5de6ec8190ab82ac78bb70a432`	completed	May 9, 2026, 3:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff4dd868388190a159618c1fdcf15c`	completed	May 9, 2026, 3:08 p.m.

Created at: April 10, 2026, 4:11 a.m.