Triple

T2077465

Position	Surface form	Disambiguated ID	Type / Status
Subject	California State University, Bakersfield	`E44957`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	School of Business and Public Administration The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.	`E239672`	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 and Public Administration | Statement: [California State University, Bakersfield, hasCollege, School of Business and Public Administration]

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

Target entity: School of Business and Public Administration
Context triple: [California State University, Bakersfield, hasCollege, School of Business and Public Administration]

A. School of Business Administration
The School of Business Administration is the University of Miami’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, management, and accounting.
B. School of Business Administration
The School of Business Administration is a faculty unit of Zhongnan University of Economics and Law specializing in education and research in management and business-related disciplines.
C. School of Business Administration
The School of Business Administration is Acadia University's business faculty, offering undergraduate and graduate programs focused on management, commerce, and related professional fields.
D. School of Business and Economics
The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
E. School of Business and Economics
The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
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 and Public Administration
Triple: [California State University, Bakersfield, hasCollege, School of Business and Public Administration]

Generated description

The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.

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

Target entity: School of Business and Public Administration
Target entity description: The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.

A. School of Business Administration
The School of Business Administration is the University of Miami’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, management, and accounting.
B. School of Business Administration
The School of Business Administration is a faculty unit of Zhongnan University of Economics and Law specializing in education and research in management and business-related disciplines.
C. School of Business Administration
The School of Business Administration is Acadia University's business faculty, offering undergraduate and graduate programs focused on management, commerce, and related professional fields.
D. School of Business and Economics
The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
E. School of Business and Economics
The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
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_69a88916c2b48190a5ca2e9b12cad3ed`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abba2fa9c48190958826d5226544df`	completed	March 7, 2026, 5:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae58c586808190a8595b6541bc5463`	completed	March 9, 2026, 5:21 a.m.
NEDg	Description generation	`batch_69ae5a2055488190855ac173d1e3ad11`	completed	March 9, 2026, 5:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae5a810b588190a1bb538be46b2010`	completed	March 9, 2026, 5:28 a.m.

Created at: March 4, 2026, 7:41 p.m.