Triple

T2983483

Position	Surface form	Disambiguated ID	Type / Status
Subject	Roosevelt University	`E80565`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Walter E. Heller College of Business Walter E. Heller College of Business is the business school of Roosevelt University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.	`E317163`	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: Walter E. Heller College of Business | Statement: [Roosevelt University, hasCollege, Walter E. Heller College of Business]

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

Target entity: Walter E. Heller College of Business
Context triple: [Roosevelt University, hasCollege, Walter E. Heller College of Business]

A. Scheller College of Business
Scheller College of Business is the business school of the Georgia Institute of Technology, known for integrating business education with technology and innovation.
B. Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Norm Brodsky College of Business
Norm Brodsky College of Business is the business school of Rider University, offering undergraduate and graduate programs focused on business education and professional development.
D. W. Frank Barton School of Business
The W. Frank Barton School of Business is the business school of Wichita State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Raymond A. Mason School of Business
Raymond A. Mason School of Business is the business school of the College of William & Mary, known for its strong undergraduate and graduate programs emphasizing leadership, innovation, and experiential learning.
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: Walter E. Heller College of Business
Triple: [Roosevelt University, hasCollege, Walter E. Heller College of Business]

Generated description

Walter E. Heller College of Business is the business school of Roosevelt 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: Walter E. Heller College of Business
Target entity description: Walter E. Heller College of Business is the business school of Roosevelt University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.

A. Scheller College of Business
Scheller College of Business is the business school of the Georgia Institute of Technology, known for integrating business education with technology and innovation.
B. Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Norm Brodsky College of Business
Norm Brodsky College of Business is the business school of Rider University, offering undergraduate and graduate programs focused on business education and professional development.
D. W. Frank Barton School of Business
The W. Frank Barton School of Business is the business school of Wichita State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Raymond A. Mason School of Business
Raymond A. Mason School of Business is the business school of the College of William & Mary, known for its strong undergraduate and graduate programs emphasizing leadership, innovation, and experiential learning.
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_69ad8b15f6ac8190be5fd16a33edcb4f`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad99c481fc81909971c96352a881b4`	completed	March 8, 2026, 3:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b108f5e5c88190b9dd0a67cb159854`	completed	March 11, 2026, 6:17 a.m.
NEDg	Description generation	`batch_69b10b3967ac81908390d684f2fb23b2`	completed	March 11, 2026, 6:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69b10f312ec88190b632639acbd024dc`	completed	March 11, 2026, 6:44 a.m.

Created at: March 8, 2026, 2:58 p.m.