Triple

T7196035

Position	Surface form	Disambiguated ID	Type / Status
Subject	Linfield University	`E168616`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	School of Business The School of Business is an academic division of Linfield University that offers business-focused undergraduate and possibly graduate programs in areas such as management, marketing, finance, and related fields.	`E657898`	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: [Linfield University, hasAcademicDivision, School of Business]

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

Target entity: School of Business
Context triple: [Linfield University, hasAcademicDivision, School of Business]

A. School of Business
The School of Business at the University of Indianapolis is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
B. School of Business
The School of Business is an academic division of Siena College that offers undergraduate and possibly graduate programs focused on business education and related disciplines.
C. School of Business
The School of Business at North Carolina Central University is an academic unit that offers undergraduate and graduate programs focused on business education, management, and related professional fields.
D. School of Business
The School of Business at George Mason University is a professional academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on preparing students for careers in the global business environment.
E. School of Business
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.
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: [Linfield University, hasAcademicDivision, School of Business]

Generated description

The School of Business is an academic division of Linfield University that offers business-focused undergraduate and possibly graduate programs in areas such as management, marketing, finance, and related fields.

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

Target entity: School of Business
Target entity description: The School of Business is an academic division of Linfield University that offers business-focused undergraduate and possibly graduate programs in areas such as management, marketing, finance, and related fields.

A. School of Business
The School of Business at Hamline University is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
B. 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.
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 the College of Charleston is an academic division offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, with a focus on preparing students for careers in the global business environment.
E. School of Business
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.
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_69c68a5376748190bb500f03df86e93e`	completed	March 27, 2026, 1:46 p.m.
NER	Named-entity recognition	`batch_69c6e927709c81909edf6ee42fe7f833`	completed	March 27, 2026, 8:31 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7fa67ec208190b513bf7e8252cdcb`	completed	March 28, 2026, 3:57 p.m.
NEDg	Description generation	`batch_69c7fbe2a86881909be54dac809aa9af`	completed	March 28, 2026, 4:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7fc84fff48190b4b43da21a9ede51`	completed	March 28, 2026, 4:06 p.m.

Created at: March 27, 2026, 2:51 p.m.