Triple

T19760797

Position	Surface form	Disambiguated ID	Type / Status
Subject	Robert Morris University	`E474622`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	School of Business at Robert Morris University The School of Business at Robert Morris University is an academic division offering undergraduate and graduate programs focused on business education, professional preparation, and industry-oriented research.	`E474622`	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: School of Business at Robert Morris University | Statement: [Robert Morris University, hasCollege, School of Business at Robert Morris University]

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

Target entity: School of Business at Robert Morris University
Context triple: [Robert Morris University, hasCollege, School of Business at Robert Morris University]

A. Palumbo-Donahue School of Business
Palumbo-Donahue School of Business is the business school of Duquesne University, offering undergraduate and graduate programs with a focus on ethical leadership and sustainability in business.
B. The Bill Munday School of Business
The Bill Munday School of Business is the business school of St. Edward's University in Austin, Texas, offering undergraduate and graduate programs focused on entrepreneurship, leadership, and ethical business practices.
C. Robert Morris University
Robert Morris University is a private university in Pennsylvania known for its career-focused programs in business, engineering, and health sciences.
D. O’Malley School of Business
O’Malley School of Business is the business school of Manhattan College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Strome College of Business
Strome College of Business is the business school of Old Dominion 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: School of Business at Robert Morris University
Triple: [Robert Morris University, hasCollege, School of Business at Robert Morris University]

Generated description

The School of Business at Robert Morris University is an academic division offering undergraduate and graduate programs focused on business education, professional preparation, and industry-oriented research.

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

Target entity: School of Business at Robert Morris University
Target entity description: The School of Business at Robert Morris University is an academic division offering undergraduate and graduate programs focused on business education, professional preparation, and industry-oriented research.

A. Palumbo-Donahue School of Business
Palumbo-Donahue School of Business is the business school of Duquesne University, offering undergraduate and graduate programs with a focus on ethical leadership and sustainability in business.
B. The Bill Munday School of Business
The Bill Munday School of Business is the business school of St. Edward's University in Austin, Texas, offering undergraduate and graduate programs focused on entrepreneurship, leadership, and ethical business practices.
C. Robert Morris University chosen
Robert Morris University is a private university in Pennsylvania known for its career-focused programs in business, engineering, and health sciences.
D. O’Malley School of Business
O’Malley School of Business is the business school of Manhattan College, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Strome College of Business
Strome College of Business is the business school of Old Dominion University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
F. None of above.

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_69d8e51940a0819087bd2996f98da668`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e6531f38b48190b1663870a8da5a59`	completed	April 20, 2026, 4:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07bd6beb2c8190874a37d779d14e9b`	completed	May 16, 2026, 12:42 a.m.
NEDg	Description generation	`batch_6a07be5426c48190bb7b0fc315fa2f6a`	completed	May 16, 2026, 12:46 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07bf9682fc8190a33ea75dba8d88d6`	completed	May 16, 2026, 12:51 a.m.

Created at: April 10, 2026, 1:48 p.m.