Triple

T8036980

Position	Surface form	Disambiguated ID	Type / Status
Subject	Southeastern Oklahoma State University	`E187131`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	School of Education and Behavioral Sciences The School of Education and Behavioral Sciences is an academic division of Southeastern Oklahoma State University that offers programs focused on teacher preparation, educational leadership, and the study of human behavior.	`E708581`	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: School of Education and Behavioral Sciences | Statement: [Southeastern Oklahoma State University, hasCollege, School of Education and Behavioral Sciences]

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

Target entity: School of Education and Behavioral Sciences
Context triple: [Southeastern Oklahoma State University, hasCollege, School of Education and Behavioral Sciences]

A. School of Education and Human Development
The School of Education and Human Development is an academic division of Saint Joseph's University focused on preparing educators and professionals in teaching, counseling, and related human development fields.
B. School of Education and Human Development
The School of Education and Human Development is the University of Virginia’s academic unit dedicated to preparing educators and advancing research in teaching, learning, and human development.
C. School of Social and Behavioral Sciences
The School of Social and Behavioral Sciences is an academic division at Marist College focused on disciplines such as psychology, social work, criminal justice, and related fields that study human behavior and social systems.
D. School of Education and Health Sciences
The School of Education and Health Sciences is a professional academic division of the University of Dayton that prepares students for careers in teaching, educational leadership, and health-related fields.
E. School of Education and Human Services
The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
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: School of Education and Behavioral Sciences
Triple: [Southeastern Oklahoma State University, hasCollege, School of Education and Behavioral Sciences]

Generated description

The School of Education and Behavioral Sciences is an academic division of Southeastern Oklahoma State University that offers programs focused on teacher preparation, educational leadership, and the study of human behavior.

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

Target entity: School of Education and Behavioral Sciences
Target entity description: The School of Education and Behavioral Sciences is an academic division of Southeastern Oklahoma State University that offers programs focused on teacher preparation, educational leadership, and the study of human behavior.

A. School of Education and Human Development
The School of Education and Human Development is an academic division of Saint Joseph's University focused on preparing educators and professionals in teaching, counseling, and related human development fields.
B. School of Education and Human Development
The School of Education and Human Development is the University of Virginia’s academic unit dedicated to preparing educators and advancing research in teaching, learning, and human development.
C. School of Social and Behavioral Sciences
The School of Social and Behavioral Sciences is an academic division at Marist College focused on disciplines such as psychology, social work, criminal justice, and related fields that study human behavior and social systems.
D. School of Education and Health Sciences
The School of Education and Health Sciences is a professional academic division of the University of Dayton that prepares students for careers in teaching, educational leadership, and health-related fields.
E. School of Education and Human Services
The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
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_69ca82ae2d1081909dbfee42b41db419`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3f188e1c8190b92760c91d31f2df`	completed	March 31, 2026, 3:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc56fa97ac8190a0bd646d9ec345e4`	completed	March 31, 2026, 11:21 p.m.
NEDg	Description generation	`batch_69cc58abd96c8190ab9eeaece67d5408`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cc2f71081909cb7c0c245368edb`	completed	March 31, 2026, 11:46 p.m.

Created at: March 30, 2026, 5:22 p.m.