Triple

T3413111

Position	Surface form	Disambiguated ID	Type / Status
Subject	Loop Campus	`E71944`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	Kellstadt Graduate School of Business Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.	`E356651`	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: Kellstadt Graduate School of Business | Statement: [Loop Campus, associatedWith, Kellstadt Graduate School of Business]

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

Target entity: Kellstadt Graduate School of Business
Context triple: [Loop Campus, associatedWith, Kellstadt Graduate 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. Keller Graduate School of Management
Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
C. 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.
D. Lucas College and Graduate School of Business
Lucas College and Graduate School of Business is the business school of San José State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Hankamer School of Business
Hankamer School of Business is the business school of Baylor 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: Kellstadt Graduate School of Business
Triple: [Loop Campus, associatedWith, Kellstadt Graduate School of Business]

Generated description

Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.

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

Target entity: Kellstadt Graduate School of Business
Target entity description: Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.

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. Keller Graduate School of Management
Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
C. 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.
D. Lucas College and Graduate School of Business
Lucas College and Graduate School of Business is the business school of San José State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, 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_69ad85ac312481909e7027ced1456a9f`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb90ba83c81909abdcddb334e64f6`	completed	March 8, 2026, 5:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b3546a73988190aeee83c090aa0bcf`	completed	March 13, 2026, 12:03 a.m.
NEDg	Description generation	`batch_69b35585fbd08190966c1263c165daa9`	completed	March 13, 2026, 12:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69b3566da174819086160cd254e0a443`	completed	March 13, 2026, 12:12 a.m.

Created at: March 8, 2026, 3:15 p.m.