Triple

T10931584

Position	Surface form	Disambiguated ID	Type / Status
Subject	York College of Pennsylvania	`E258218`	entity
Predicate	hasFacility	`P105`	FINISHED
Object	Graham School of Business The Graham School of Business is the business education division of York College of Pennsylvania, offering undergraduate and graduate programs in fields such as management, marketing, finance, and entrepreneurship.	`E893448`	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: Graham School of Business | Statement: [York College of Pennsylvania, hasFacility, Graham School of Business]

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

Target entity: Graham School of Business
Context triple: [York College of Pennsylvania, hasFacility, Graham School of Business]

A. Robins School of Business
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Gies College of Business
Gies College of Business is the business school of the University of Illinois at Urbana–Champaign, known for its strong programs in accounting, finance, and innovative online business education.
C. Foster School of Business
Foster School of Business is the University of Washington’s internationally recognized business school, known for its strong programs in entrepreneurship, finance, and leadership.
D. Rader School of Business
Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.
E. 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.
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: Graham School of Business
Triple: [York College of Pennsylvania, hasFacility, Graham School of Business]

Generated description

The Graham School of Business is the business education division of York College of Pennsylvania, offering undergraduate and graduate programs in fields such as management, marketing, finance, and entrepreneurship.

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

Target entity: Graham School of Business
Target entity description: The Graham School of Business is the business education division of York College of Pennsylvania, offering undergraduate and graduate programs in fields such as management, marketing, finance, and entrepreneurship.

A. Robins School of Business
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Gies College of Business
Gies College of Business is the business school of the University of Illinois at Urbana–Champaign, known for its strong programs in accounting, finance, and innovative online business education.
C. Foster School of Business
Foster School of Business is the University of Washington’s internationally recognized business school, known for its strong programs in entrepreneurship, finance, and leadership.
D. Rader School of Business
Rader School of Business is the business school of the Milwaukee School of Engineering, offering undergraduate and graduate programs that integrate business education with a strong focus on technology and engineering industries.
E. 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.
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_69d6aa8769b4819082bfe5e61b9017f0`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d770a062f481908beb76c6dbaeb6a6`	completed	April 9, 2026, 9:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e2175711d4819088f93bdf64ba4d3f`	completed	April 17, 2026, 11:19 a.m.
NEDg	Description generation	`batch_69e21e54e22881908726f088643edfd2`	completed	April 17, 2026, 11:49 a.m.
NED2	Entity disambiguation (via description)	`batch_69e21f1134d0819082fcc735da61d347`	completed	April 17, 2026, 11:52 a.m.

Created at: April 8, 2026, 9:23 p.m.