Triple

T15201678

Position	Surface form	Disambiguated ID	Type / Status
Subject	Higher Colleges of Technology Fujairah	`E363284`	entity
Predicate	partOf	`P40`	FINISHED
Object	Higher Colleges of Technology Higher Colleges of Technology is the largest federal system of higher education in the United Arab Emirates, offering applied and career-focused programs across multiple campuses nationwide.	`E1143334`	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: Higher Colleges of Technology | Statement: [Higher Colleges of Technology Fujairah, partOf, Higher Colleges of Technology]

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

Target entity: Higher Colleges of Technology
Context triple: [Higher Colleges of Technology Fujairah, partOf, Higher Colleges of Technology]

A. Higher Technical School of Engineering
The Higher Technical School of Engineering is an engineering faculty of the University of Santiago de Compostela that offers advanced technical and engineering education and research programs.
B. Higher Polytechnic School
The Higher Polytechnic School is an engineering and technology-focused faculty within the University of Almería offering specialized technical and scientific degree programs.
C. Polytechnic
A polytechnic is a higher education institution focused on practical, professionally oriented degree programs and applied research, often closely linked to industry needs.
D. College of Vocational and Technology Education
The College of Vocational and Technology Education is an academic division of Tai Solarin University of Education focused on training students in practical, technical, and vocational disciplines for professional and industrial careers.
E. Technical Vocational Institute
Technical Vocational Institute was the original name of what is now Central New Mexico Community College, a public institution focused on career and technical education in Albuquerque, New Mexico.
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: Higher Colleges of Technology
Triple: [Higher Colleges of Technology Fujairah, partOf, Higher Colleges of Technology]

Generated description

Higher Colleges of Technology is the largest federal system of higher education in the United Arab Emirates, offering applied and career-focused programs across multiple campuses nationwide.

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

Target entity: Higher Colleges of Technology
Target entity description: Higher Colleges of Technology is the largest federal system of higher education in the United Arab Emirates, offering applied and career-focused programs across multiple campuses nationwide.

A. Higher Technical School of Engineering
The Higher Technical School of Engineering is an engineering faculty of the University of Santiago de Compostela that offers advanced technical and engineering education and research programs.
B. Higher Polytechnic School
The Higher Polytechnic School is an engineering and technology-focused faculty within the University of Almería offering specialized technical and scientific degree programs.
C. Polytechnic
A polytechnic is a higher education institution focused on practical, professionally oriented degree programs and applied research, often closely linked to industry needs.
D. College of Vocational and Technology Education
The College of Vocational and Technology Education is an academic division of Tai Solarin University of Education focused on training students in practical, technical, and vocational disciplines for professional and industrial careers.
E. Technical Vocational Institute
Technical Vocational Institute was the original name of what is now Central New Mexico Community College, a public institution focused on career and technical education in Albuquerque, New Mexico.
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_69d85a0b78bc8190b6e5ad51a2c4cfc5`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e006b588b88190a88e91d521acbdfe`	completed	April 15, 2026, 9:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fed3390b708190b10c876c437c72c8`	completed	May 9, 2026, 6:24 a.m.
NEDg	Description generation	`batch_69fed44b2e3c8190aad111e2bc2b56a2`	completed	May 9, 2026, 6:29 a.m.
NED2	Entity disambiguation (via description)	`batch_69fed547192c8190b89755fff48ca620`	completed	May 9, 2026, 6:33 a.m.

Created at: April 10, 2026, 3:10 a.m.