Triple

T20783677

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arkansas Department of Education	`E511572`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Division of Career and Technical Education The Division of Career and Technical Education is a unit within Arkansas’s state education system that oversees and supports vocational and technical education programs to prepare students for careers and postsecondary opportunities.	`E1450258`	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: Division of Career and Technical Education | Statement: [Arkansas Department of Education, hasPart, Division of Career and Technical Education]

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

Target entity: Division of Career and Technical Education
Context triple: [Arkansas Department of Education, hasPart, Division of Career and Technical Education]

A. Office of Career, Technical, and Adult Education
The Office of Career, Technical, and Adult Education is a federal agency that oversees and supports career and technical education, adult education, and workforce development programs across the United States.
B. Cooperative Education and Careers Division
The Cooperative Education and Careers Division is the University of Limerick’s central unit responsible for coordinating work placements and providing career development support to students.
C. 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.
D. Education and Training Division
The Education and Training Division is a unit within Japan’s National Institute for Defense Studies responsible for developing and delivering professional education and training programs for defense and security personnel.
E. Apprenticeship and Training Division
The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
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: Division of Career and Technical Education
Triple: [Arkansas Department of Education, hasPart, Division of Career and Technical Education]

Generated description

The Division of Career and Technical Education is a unit within Arkansas’s state education system that oversees and supports vocational and technical education programs to prepare students for careers and postsecondary opportunities.

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

Target entity: Division of Career and Technical Education
Target entity description: The Division of Career and Technical Education is a unit within Arkansas’s state education system that oversees and supports vocational and technical education programs to prepare students for careers and postsecondary opportunities.

A. Office of Career, Technical, and Adult Education
The Office of Career, Technical, and Adult Education is a federal agency that oversees and supports career and technical education, adult education, and workforce development programs across the United States.
B. Cooperative Education and Careers Division
The Cooperative Education and Careers Division is the University of Limerick’s central unit responsible for coordinating work placements and providing career development support to students.
C. 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.
D. Education and Training Division
The Education and Training Division is a unit within Japan’s National Institute for Defense Studies responsible for developing and delivering professional education and training programs for defense and security personnel.
E. Apprenticeship and Training Division
The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
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_69e0b4cac7a48190a715cb3d545df2b4`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6c28a4584819084d2d02febe47001`	completed	April 21, 2026, 12:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08ef9bcc6c8190a594a7c083cca572`	completed	May 16, 2026, 10:28 p.m.
NEDg	Description generation	`batch_6a08f36a492481908518eba744452df0`	completed	May 16, 2026, 10:44 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08f43e36588190a556a19b9dbb738b`	completed	May 16, 2026, 10:48 p.m.

Created at: April 16, 2026, 12:38 p.m.