Triple

T1278127

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Educational Sciences (University of Oslo)	`E27261`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Department of Special Needs Education The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.	`E146968`	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: Department of Special Needs Education | Statement: [Faculty of Educational Sciences (University of Oslo), hasUnit, Department of Special Needs Education]

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

Target entity: Department of Special Needs Education
Context triple: [Faculty of Educational Sciences (University of Oslo), hasUnit, Department of Special Needs Education]

A. Office of Special Education and Rehabilitative Services
The Office of Special Education and Rehabilitative Services is a federal agency that oversees programs and policies supporting special education and vocational rehabilitation services for individuals with disabilities in the United States.
B. Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
C. School of Education
The School of Education at the College of William & Mary is a graduate and professional school specializing in teacher preparation, educational leadership, counseling, and research in education.
D. School of Education
The School of Education at the University of Wisconsin–Madison is a leading academic unit known for its programs in teacher preparation, educational research, and related fields such as counseling, policy, and the arts.
E. School of Education
The School of Education at the University of Missouri–Kansas City is an academic unit that prepares educators, counselors, and educational leaders through undergraduate, graduate, and professional programs focused on teaching, research, and community engagement.
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: Department of Special Needs Education
Triple: [Faculty of Educational Sciences (University of Oslo), hasUnit, Department of Special Needs Education]

Generated description

The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.

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

Target entity: Department of Special Needs Education
Target entity description: The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.

A. Office of Special Education and Rehabilitative Services
The Office of Special Education and Rehabilitative Services is a federal agency that oversees programs and policies supporting special education and vocational rehabilitation services for individuals with disabilities in the United States.
B. Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
C. School of Education
The School of Education at the College of William & Mary is a graduate and professional school specializing in teacher preparation, educational leadership, counseling, and research in education.
D. School of Education
The School of Education at the University of Wisconsin–Madison is a leading academic unit known for its programs in teacher preparation, educational research, and related fields such as counseling, policy, and the arts.
E. School of Education
The School of Education at the University of Missouri–Kansas City is an academic unit that prepares educators, counselors, and educational leaders through undergraduate, graduate, and professional programs focused on teaching, research, and community engagement.
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_69a496d3710c8190955dee8bc0dacb50`	completed	March 1, 2026, 7:43 p.m.
NER	Named-entity recognition	`batch_69a4c091b8408190b9462ea7603aad52`	completed	March 1, 2026, 10:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69aca2f91b348190b2994af7edaf4f67`	completed	March 7, 2026, 10:13 p.m.
NEDg	Description generation	`batch_69aca3ee6d748190bb5b214471f5c191`	completed	March 7, 2026, 10:17 p.m.
NED2	Entity disambiguation (via description)	`batch_69aca44c41908190981d4ccdcaa7b613`	completed	March 7, 2026, 10:18 p.m.

Created at: March 1, 2026, 7:50 p.m.