Triple

T4257905

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hamline University	`E96025`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	School of Education The School of Education at Hamline University is an academic division that prepares future educators and education professionals through undergraduate, graduate, and licensure programs.	`E426978`	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 | Statement: [Hamline University, hasAcademicUnit, School of Education]

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

Target entity: School of Education
Context triple: [Hamline University, hasAcademicUnit, School of Education]

A. School of Education
The School of Education at the College of William & Mary is a graduate and professional school specializing in teacher preparation, educational leadership, counseling, and research in education.
B. School of Education
The School of Education at Seattle Pacific University is an academic unit that prepares future educators and education professionals through undergraduate and graduate programs focused on teaching, leadership, and educational practice.
C. School of Education
The School of Education at Pacific Lutheran University is an academic division that prepares future teachers and educational professionals through undergraduate and graduate programs focused on effective, ethical, and inclusive practice.
D. School of Education
The School of Education at the University of St. Thomas is an academic unit dedicated to preparing future educators and advancing research and practice in teaching and learning.
E. School of Education
The School of Education is an academic unit at California State University, Chico that prepares future teachers and education professionals through undergraduate and graduate programs in teaching, leadership, and educational practice.
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
Triple: [Hamline University, hasAcademicUnit, School of Education]

Generated description

The School of Education at Hamline University is an academic division that prepares future educators and education professionals through undergraduate, graduate, and licensure programs.

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

Target entity: School of Education
Target entity description: The School of Education at Hamline University is an academic division that prepares future educators and education professionals through undergraduate, graduate, and licensure programs.

A. School of Education
The School of Education is an academic division of the University of Puget Sound that prepares future educators and education professionals through undergraduate and graduate programs in teaching and educational leadership.
B. School of Education
The School of Education at Elon University is an academic division that prepares future educators and education professionals through undergraduate and graduate programs focused on teaching, leadership, and educational innovation.
C. School of Education
The School of Education at the University of Portland is an academic unit that prepares future teachers and education professionals through undergraduate and graduate programs focused on effective, ethical, and community-engaged practice.
D. School of Education
The School of Education at the University of North Carolina at Chapel Hill is an academic unit dedicated to preparing educators, researchers, and leaders in the field of education through undergraduate, graduate, and professional programs.
E. School of Education
The School of Education at Manhattanville College is an academic division that prepares future teachers and education professionals through undergraduate and graduate programs in teaching, leadership, and related educational 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_69b3454095ac81909c2494f7ff294af1`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b34f7d20b48190a404638c68c31026`	completed	March 12, 2026, 11:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5b78422a88190a67921ee38638ac8`	completed	March 14, 2026, 7:31 p.m.
NEDg	Description generation	`batch_69b5bb4d7b8c8190910525c855c83b83`	completed	March 14, 2026, 7:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5bbba644881908f2f3be9dda7042b`	completed	March 14, 2026, 7:49 p.m.

Created at: March 12, 2026, 11:06 p.m.