Triple

T13281612

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Massachusetts Lowell	`E316334`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Graduate School of Education The Graduate School of Education at the University of Massachusetts Lowell is an academic unit that offers advanced degrees and professional preparation programs for educators, administrators, and education specialists.	`E1033936`	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: Graduate School of Education | Statement: [University of Massachusetts Lowell, hasCollege, Graduate School of Education]

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

Target entity: Graduate School of Education
Context triple: [University of Massachusetts Lowell, hasCollege, Graduate School of Education]

A. Graduate School of Education
The Graduate School of Education at Stanford University is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
B. Graduate School of Education
The Graduate School of Education at the University of Ulsan is a specialized institution that offers advanced professional and academic programs for current and prospective educators in South Korea.
C. Graduate School of Education
The Graduate School of Education is Fordham University's professional school dedicated to advanced study and research in teaching, educational leadership, counseling, and related fields.
D. Graduate School of Education
The Graduate School of Education at Yonsei University is a specialized institution offering advanced professional and research-oriented programs in the field of education.
E. Graduate School of Education
The Graduate School of Education is Willamette University's professional school dedicated to preparing educators and educational leaders through advanced graduate programs.
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: Graduate School of Education
Triple: [University of Massachusetts Lowell, hasCollege, Graduate School of Education]

Generated description

The Graduate School of Education at the University of Massachusetts Lowell is an academic unit that offers advanced degrees and professional preparation programs for educators, administrators, and education specialists.

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

Target entity: Graduate School of Education
Target entity description: The Graduate School of Education at the University of Massachusetts Lowell is an academic unit that offers advanced degrees and professional preparation programs for educators, administrators, and education specialists.

A. Graduate School of Education
The Graduate School of Education at Lesley University is a professional school that prepares educators and related practitioners through graduate-level programs in teaching, learning, and educational leadership.
B. Graduate School of Education
The Graduate School of Education at Portland State University is an academic unit that prepares educators, counselors, and leaders through advanced professional and research-based degree programs.
C. Graduate School of Education
The Graduate School of Education is the professional school at the University of California, Riverside dedicated to advanced study and research in education and educator preparation.
D. Graduate School of Education
The Graduate School of Education is Willamette University's professional school dedicated to preparing educators and educational leaders through advanced graduate programs.
E. Graduate School of Education
The Graduate School of Education at the University of California, Berkeley is a leading institution for research, teaching, and policy in the field of education, offering advanced degrees and training for educators, scholars, and educational leaders.
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_69d806b349908190a9a61dd9323bf153`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d9904507588190a303686d176ec3e1`	completed	April 11, 2026, 12:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f716cfea308190836eb4892e7c5eb4`	completed	May 3, 2026, 9:35 a.m.
NEDg	Description generation	`batch_69f717c97ca481909959fbc278a5db59`	completed	May 3, 2026, 9:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69f7188ffd0c8190ba761846ec5f9ae0`	completed	May 3, 2026, 9:42 a.m.

Created at: April 9, 2026, 9:27 p.m.