Triple

T2213170

Position	Surface form	Disambiguated ID	Type / Status
Subject	National University of Singapore	`E50962`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Design and Environment The School of Design and Environment is a faculty of the National University of Singapore specializing in architecture, industrial design, real estate, and environmental sustainability education and research.	`E243852`	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 Design and Environment | Statement: [National University of Singapore, hasSchool, School of Design and Environment]

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

Target entity: School of Design and Environment
Context triple: [National University of Singapore, hasSchool, School of Design and Environment]

A. Faculty of the Built Environment
The Faculty of the Built Environment at University College London is a leading academic division focused on architecture, planning, construction, and related disciplines shaping cities and the built environment.
B. College of Environment and Design
The College of Environment and Design is a professional school at the University of Georgia specializing in landscape architecture, environmental planning, and related design disciplines.
C. Faculty of Environmental Design
The Faculty of Environmental Design is an academic unit of the Université de Montréal specializing in education and research on the planning, design, and sustainable management of built and natural environments.
D. School of Architecture and Design
The School of Architecture and Design is an academic unit of the Lebanese American University offering professional and creative programs in architecture, interior design, graphic design, and related design disciplines.
E. School of Architecture and Built Environment
The School of Architecture and Built Environment is an academic unit of Robert Gordon University specializing in architecture, construction, and related built environment disciplines.
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 Design and Environment
Triple: [National University of Singapore, hasSchool, School of Design and Environment]

Generated description

The School of Design and Environment is a faculty of the National University of Singapore specializing in architecture, industrial design, real estate, and environmental sustainability education and research.

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

Target entity: School of Design and Environment
Target entity description: The School of Design and Environment is a faculty of the National University of Singapore specializing in architecture, industrial design, real estate, and environmental sustainability education and research.

A. Faculty of the Built Environment
The Faculty of the Built Environment at University College London is a leading academic division focused on architecture, planning, construction, and related disciplines shaping cities and the built environment.
B. College of Environment and Design
The College of Environment and Design is a professional school at the University of Georgia specializing in landscape architecture, environmental planning, and related design disciplines.
C. Faculty of Environmental Design
The Faculty of Environmental Design is an academic unit of the Université de Montréal specializing in education and research on the planning, design, and sustainable management of built and natural environments.
D. School of Architecture and Design
The School of Architecture and Design is an academic unit of the Lebanese American University offering professional and creative programs in architecture, interior design, graphic design, and related design disciplines.
E. School of Architecture and Built Environment
The School of Architecture and Built Environment is an academic unit of Robert Gordon University specializing in architecture, construction, and related built environment disciplines.
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_69a88b06709c8190978fb2418470d1b6`	completed	March 4, 2026, 7:41 p.m.
NER	Named-entity recognition	`batch_69abbfee6ae48190825ca792e8f99946`	completed	March 7, 2026, 6:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae6554f3308190a180cac3ad7e2ce4`	completed	March 9, 2026, 6:14 a.m.
NEDg	Description generation	`batch_69ae65d419048190ad723d21ab7f1cab`	completed	March 9, 2026, 6:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae666e71908190b50be2cac5bdfa28`	completed	March 9, 2026, 6:19 a.m.

Created at: March 4, 2026, 7:46 p.m.