Triple

T3444510

Position	Surface form	Disambiguated ID	Type / Status
Subject	Milwaukee School of Engineering	`E72643`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Rader School of Business Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.	`E358903`	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: Rader School of Business | Statement: [Milwaukee School of Engineering, hasCollege, Rader School of Business]

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

Target entity: Rader School of Business
Context triple: [Milwaukee School of Engineering, hasCollege, Rader School of Business]

A. Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Rady School of Management
Rady School of Management is the graduate business school of the University of California, San Diego, known for its focus on innovation, entrepreneurship, and data-driven management education.
C. Robins School of Business
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Edwards School of Business
Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Craig School of Business
Craig School of Business is the business school of California State University, Fresno, 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: Rader School of Business
Triple: [Milwaukee School of Engineering, hasCollege, Rader School of Business]

Generated description

Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.

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

Target entity: Rader School of Business
Target entity description: Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.

A. Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Rady School of Management
Rady School of Management is the graduate business school of the University of California, San Diego, known for its focus on innovation, entrepreneurship, and data-driven management education.
C. Robins School of Business
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Edwards School of Business
Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Craig School of Business
Craig School of Business is the business school of California State University, Fresno, 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_69ad85b05c848190b7a28ceec2bd7b74`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adba2b93dc819094e9cca1a5d9540a`	completed	March 8, 2026, 6:04 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b360da33e081908630e3f29ea01530`	completed	March 13, 2026, 12:56 a.m.
NEDg	Description generation	`batch_69b3615cf80481908ff305f995d0b176`	completed	March 13, 2026, 12:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69b36249b50881909ebae2d35b30cc1c`	completed	March 13, 2026, 1:03 a.m.

Created at: March 8, 2026, 3:16 p.m.