Triple

T2321532

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of North Florida	`E51190`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	College of Education and Human Services The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.	`E289329`	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: College of Education and Human Services | Statement: [University of North Florida, hasCollege, College of Education and Human Services]

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

Target entity: College of Education and Human Services
Context triple: [University of North Florida, hasCollege, College of Education and Human Services]

A. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Massachusetts Boston focused on preparing educators and professionals in fields related to teaching, learning, and human development.
B. College of Education and Human Development
The College of Education and Human Development is an academic unit at George Mason University that prepares educators, researchers, and professionals in teaching, counseling, leadership, and human development fields.
C. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Nevada, Reno that prepares students for careers in teaching, counseling, educational leadership, and related human services fields.
D. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Maine that prepares students for careers in teaching, educational leadership, and human development–related fields.
E. College of Education and Human Development
The College of Education and Human Development is an academic division of the University of Missouri focused on preparing professionals and conducting research in teaching, learning, and human services fields.
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: College of Education and Human Services
Triple: [University of North Florida, hasCollege, College of Education and Human Services]

Generated description

The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.

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

Target entity: College of Education and Human Services
Target entity description: The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.

A. College of Education and Human Development
The College of Education and Human Development is an academic division of the University of Missouri focused on preparing professionals and conducting research in teaching, learning, and human services fields.
B. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Maine that prepares students for careers in teaching, educational leadership, and human development–related fields.
C. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Massachusetts Boston focused on preparing educators and professionals in fields related to teaching, learning, and human development.
D. College of Education and Human Development
The College of Education and Human Development is an academic unit at George Mason University that prepares educators, researchers, and professionals in teaching, counseling, leadership, and human development fields.
E. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Nevada, Reno that prepares students for careers in teaching, counseling, educational leadership, and related human services fields.
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_69a88b074b908190ae983dbca7757d88`	completed	March 4, 2026, 7:41 p.m.
NER	Named-entity recognition	`batch_69abc6337e948190bb4860f7045914e1`	completed	March 7, 2026, 6:31 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afaf2c245c8190a426cfcdc929efeb`	completed	March 10, 2026, 5:42 a.m.
NEDg	Description generation	`batch_69afafa8012481909c0b4d07c8803bf7`	completed	March 10, 2026, 5:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb02231588190a2c6dbaf22c15b14`	completed	March 10, 2026, 5:46 a.m.

Created at: March 4, 2026, 7:49 p.m.