Triple

T3346920

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Liberal Arts & Professional Studies	`E70397`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	School of Administrative Studies The School of Administrative Studies is an academic unit specializing in business, management, and administrative education and research within the Faculty of Liberal Arts & Professional Studies.	`E350429`	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 Administrative Studies | Statement: [Faculty of Liberal Arts & Professional Studies, hasUnit, School of Administrative Studies]

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

Target entity: School of Administrative Studies
Context triple: [Faculty of Liberal Arts & Professional Studies, hasUnit, School of Administrative Studies]

A. Desautels Faculty of Management
Desautels Faculty of Management is the business school of McGill University in Montreal, known for its international focus and programs in management, finance, and related fields.
B. Faculty of Business Administration
The Faculty of Business Administration is an academic division of Setsunan University specializing in education and research in business, management, and related fields.
C. Faculty of Business Administration
The Faculty of Business Administration is an academic division of Hosei University specializing in education and research in business, management, and related fields.
D. Faculty of Business Administration
The Faculty of Business Administration at Istanbul University is an academic unit specializing in education and research in business, management, and related fields.
E. Faculty of Business Administration
The Faculty of Business Administration at the University of Regina is an academic unit that offers undergraduate and graduate programs focused on business, management, and related professional fields.
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 Administrative Studies
Triple: [Faculty of Liberal Arts & Professional Studies, hasUnit, School of Administrative Studies]

Generated description

The School of Administrative Studies is an academic unit specializing in business, management, and administrative education and research within the Faculty of Liberal Arts & Professional Studies.

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

Target entity: School of Administrative Studies
Target entity description: The School of Administrative Studies is an academic unit specializing in business, management, and administrative education and research within the Faculty of Liberal Arts & Professional Studies.

A. Desautels Faculty of Management
Desautels Faculty of Management is the business school of McGill University in Montreal, known for its international focus and programs in management, finance, and related fields.
B. Faculty of Business Administration
The Faculty of Business Administration is an academic division of Setsunan University specializing in education and research in business, management, and related fields.
C. Faculty of Business Administration
The Faculty of Business Administration is an academic division of Hosei University specializing in education and research in business, management, and related fields.
D. Faculty of Business Administration
The Faculty of Business Administration at Istanbul University is an academic unit specializing in education and research in business, management, and related fields.
E. Faculty of Business Administration
The Faculty of Business Administration at the University of Regina is an academic unit that offers undergraduate and graduate programs focused on business, management, and related professional 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_69ad85a4ef7c8190a29e2bbd6fa454e4`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb1f4ff888190bf14b9b7fbe9bcee`	completed	March 8, 2026, 5:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b32522cbc88190b965087a580d7acf`	completed	March 12, 2026, 8:42 p.m.
NEDg	Description generation	`batch_69b325a0de7c8190a33ae611b8450b5a`	completed	March 12, 2026, 8:44 p.m.
NED2	Entity disambiguation (via description)	`batch_69b326862e848190bf1bea74b6ab0b36`	completed	March 12, 2026, 8:48 p.m.

Created at: March 8, 2026, 3:12 p.m.