Triple

T10940721

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Education (Imam Mohammad Ibn Saud Islamic University)	`E258462`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Special Education The Department of Special Education is an academic unit focused on preparing professionals to support and educate individuals with disabilities and diverse learning needs.	`E670910`	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 Education | Statement: [College of Education (Imam Mohammad Ibn Saud Islamic University), hasDepartment, Department of Special Education]

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

Target entity: Department of Special Education
Context triple: [College of Education (Imam Mohammad Ibn Saud Islamic University), hasDepartment, Department of Special Education]

A. Department of Special Education
The Department of Special Education is an academic unit at San Diego State University focused on preparing professionals to work with individuals with disabilities through specialized teacher education, research, and community engagement.
B. 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.
C. Department of Special Education and Multiple Abilities
The Department of Special Education and Multiple Abilities is an academic unit at the University of Alabama focused on preparing professionals to work with individuals with disabilities and diverse learning needs.
D. 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.
E. Department of Pedagogy
The Department of Pedagogy is an academic unit at the University of Zadar dedicated to teaching and research in education, teaching methods, and learning processes.
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 Education
Triple: [College of Education (Imam Mohammad Ibn Saud Islamic University), hasDepartment, Department of Special Education]

Generated description

The Department of Special Education is an academic unit focused on preparing professionals to support and educate individuals with disabilities and diverse learning needs.

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

Target entity: Department of Special Education
Target entity description: The Department of Special Education is an academic unit focused on preparing professionals to support and educate individuals with disabilities and diverse learning needs.

A. Department of Special Education chosen
The Department of Special Education is an academic unit at San Diego State University focused on preparing professionals to work with individuals with disabilities through specialized teacher education, research, and community engagement.
B. 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.
C. Department of Special Education and Multiple Abilities
The Department of Special Education and Multiple Abilities is an academic unit at the University of Alabama focused on preparing professionals to work with individuals with disabilities and diverse learning needs.
D. 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.
E. Department of Pedagogy
The Department of Pedagogy is an academic unit at the University of Zadar dedicated to teaching and research in education, teaching methods, and learning processes.
F. None of above.

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_69d770c2821c8190a7b08276c4bfbf33`	completed	April 9, 2026, 9:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e23c0e940081908c84ea4cf3b877fc`	completed	April 17, 2026, 1:56 p.m.
NEDg	Description generation	`batch_69e24541cbb481908f14a9cb2787c118`	completed	April 17, 2026, 2:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69e248f48dc88190af9491e8cdc4a532`	completed	April 17, 2026, 2:51 p.m.

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