Triple

T19514760

Position	Surface form	Disambiguated ID	Type / Status
Subject	USF College of Education	`E488247`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Department of Leadership, Policy, and Lifelong Learning The Department of Leadership, Policy, and Lifelong Learning is an academic unit within the University of South Florida’s College of Education that focuses on research and graduate education in educational leadership, policy analysis, and adult and continuing education.	`E1380667`	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 Leadership, Policy, and Lifelong Learning | Statement: [USF College of Education, hasUnit, Department of Leadership, Policy, and Lifelong Learning]

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

Target entity: Department of Leadership, Policy, and Lifelong Learning
Context triple: [USF College of Education, hasUnit, Department of Leadership, Policy, and Lifelong Learning]

A. Department of Leadership, Policy, and Organizations
The Department of Leadership, Policy, and Organizations is an academic unit at Vanderbilt University's Peabody College that focuses on research and graduate education in educational leadership, public policy, and organizational studies.
B. Department of Educational Administration and Leadership
The Department of Educational Administration and Leadership is an academic unit that focuses on preparing and supporting leaders and administrators in educational settings through teaching, research, and professional development.
C. School of Leadership and Education Sciences
The School of Leadership and Education Sciences is a graduate and professional school at the University of San Diego specializing in education, leadership, counseling, and related social sciences.
D. Department of Educational Leadership, Policy, and Technology Studies
The Department of Educational Leadership, Policy, and Technology Studies is an academic unit that focuses on preparing scholars and practitioners in areas such as educational administration, policy analysis, and the integration of technology in education.
E. School of Leadership Studies
The School of Leadership Studies is an academic division of Gonzaga University focused on developing leadership theory and practice through interdisciplinary education and research.
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 Leadership, Policy, and Lifelong Learning
Triple: [USF College of Education, hasUnit, Department of Leadership, Policy, and Lifelong Learning]

Generated description

The Department of Leadership, Policy, and Lifelong Learning is an academic unit within the University of South Florida’s College of Education that focuses on research and graduate education in educational leadership, policy analysis, and adult and continuing education.

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

Target entity: Department of Leadership, Policy, and Lifelong Learning
Target entity description: The Department of Leadership, Policy, and Lifelong Learning is an academic unit within the University of South Florida’s College of Education that focuses on research and graduate education in educational leadership, policy analysis, and adult and continuing education.

A. Department of Leadership, Policy, and Organizations
The Department of Leadership, Policy, and Organizations is an academic unit at Vanderbilt University's Peabody College that focuses on research and graduate education in educational leadership, public policy, and organizational studies.
B. Department of Educational Administration and Leadership
The Department of Educational Administration and Leadership is an academic unit that focuses on preparing and supporting leaders and administrators in educational settings through teaching, research, and professional development.
C. School of Leadership and Education Sciences
The School of Leadership and Education Sciences is a graduate and professional school at the University of San Diego specializing in education, leadership, counseling, and related social sciences.
D. Department of Educational Leadership, Policy, and Technology Studies
The Department of Educational Leadership, Policy, and Technology Studies is an academic unit that focuses on preparing scholars and practitioners in areas such as educational administration, policy analysis, and the integration of technology in education.
E. School of Leadership Studies
The School of Leadership Studies is an academic division of Gonzaga University focused on developing leadership theory and practice through interdisciplinary education and research.
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_69d8e8da8bec819081f400199491ccc3`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6359a7070819099d925447c80bf23`	completed	April 20, 2026, 2:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07472513948190a2fdbc569d1673e4`	completed	May 15, 2026, 4:17 p.m.
NEDg	Description generation	`batch_6a07480899788190b61de30bff1414d6`	completed	May 15, 2026, 4:21 p.m.
NED2	Entity disambiguation (via description)	`batch_6a07491088a48190914abc69055cf807`	completed	May 15, 2026, 4:25 p.m.

Created at: April 10, 2026, 1:40 p.m.