Triple

T8182218

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lamar University	`E191089`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	College of Education and Human Development The College of Education and Human Development is an academic division that prepares students for careers in teaching, counseling, educational leadership, and human services through undergraduate and graduate programs.	`E365158`	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 Development | Statement: [Lamar University, hasAcademicUnit, College of Education and Human Development]

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

Target entity: College of Education and Human Development
Context triple: [Lamar University, hasAcademicUnit, College of Education and Human Development]

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 Louisville that prepares educators, counselors, and human development professionals through undergraduate, graduate, and research programs.
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 Jackson State University that prepares students for careers in teaching, educational leadership, and human services.
E. 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.
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 Development
Triple: [Lamar University, hasAcademicUnit, College of Education and Human Development]

Generated description

The College of Education and Human Development is an academic division that prepares students for careers in teaching, counseling, educational leadership, and human services through undergraduate and graduate programs.

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

Target entity: College of Education and Human Development
Target entity description: The College of Education and Human Development is an academic division that prepares students for careers in teaching, counseling, educational leadership, and human services through undergraduate and graduate programs.

A. College of Education and Human Development chosen
The College of Education and Human Development is an academic unit focused on preparing professionals in teaching, counseling, and related human development fields through undergraduate and graduate programs.
B. 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.
C. 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.
D. College of Education and Human Development
The College of Education and Human Development is an academic unit at the University of Louisville that prepares educators, counselors, and human development professionals through undergraduate, graduate, and research programs.
E. 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.
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_69ca82c4538081909404325aa5639483`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb4c4db8748190aa785e0c70fac497`	completed	March 31, 2026, 4:23 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd3489fd8c8190a919aff6e3b3df31`	completed	April 1, 2026, 3:06 p.m.
NEDg	Description generation	`batch_69cd36ef47e88190ae96ea2459552247`	completed	April 1, 2026, 3:17 p.m.
NED2	Entity disambiguation (via description)	`batch_69cd4e9d362481908283d58b03c7ef9b`	completed	April 1, 2026, 4:58 p.m.

Created at: March 30, 2026, 5:40 p.m.