Triple

T10035506

Position	Surface form	Disambiguated ID	Type / Status
Subject	California Baptist University	`E204954`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	School of Business The School of Business at California Baptist University is an academic division offering undergraduate and graduate programs focused on business education within a Christian university setting.	`E233050`	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 | Statement: [California Baptist University, hasAcademicUnit, School of Business]

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

Target entity: School of Business
Context triple: [California Baptist University, hasAcademicUnit, School of Business]

A. School of Business
The School of Business at Ithaca College is a professional academic division offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management with a focus on experiential learning and career preparation.
B. School of Business
The School of Business is an academic division of Seton Hill University that offers business-related undergraduate and graduate programs.
C. School of Business
The School of Business is an academic division of Camosun College that offers business-related programs and courses in areas such as management, accounting, marketing, and entrepreneurship.
D. School of Business
The School of Business at Christian Brothers University is an academic division offering undergraduate and graduate programs focused on business education and professional preparation.
E. School of Business
The School of Business at SUNY Oswego is a professional academic unit offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, with a focus on preparing students for careers in business and industry.
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
Triple: [California Baptist University, hasAcademicUnit, School of Business]

Generated description

The School of Business at California Baptist University is an academic division offering undergraduate and graduate programs focused on business education within a Christian university setting.

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

Target entity: School of Business
Target entity description: The School of Business at California Baptist University is an academic division offering undergraduate and graduate programs focused on business education within a Christian university setting.

A. School of Business chosen
The School of Business at California Baptist University is an academic division offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing within a Christian higher-education setting.
B. School of Business
The School of Business at Christian Brothers University is an academic division offering undergraduate and graduate programs focused on business education and professional preparation.
C. School of Business
The School of Business is an academic division of Corban University that offers undergraduate and possibly graduate programs focused on business education and professional preparation.
D. School of Business
The School of Business at the University of California, Riverside is a public business school offering undergraduate and graduate programs in areas such as management, finance, and marketing, with a focus on research and experiential learning.
E. School of Business
The School of Business at Olivet Nazarene University is an academic division offering undergraduate and graduate programs focused on business disciplines within a Christian liberal arts context.
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_69ca834d77188190ad645e33e8ca3200`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cdce4a515c8190baec86d924623b12`	completed	April 2, 2026, 2:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d28258ab088190a31ad5854d91193b`	completed	April 5, 2026, 3:40 p.m.
NEDg	Description generation	`batch_69d2867128ec8190a91cfc9def68c2be`	completed	April 5, 2026, 3:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69d286fdd2c88190b0ce5070c7875dcc`	completed	April 5, 2026, 3:59 p.m.

Created at: March 30, 2026, 8:55 p.m.