Triple

T7376831

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Ulsan	`E170145`	entity
Predicate	hasGraduateSchool	`P113`	FINISHED
Object	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.	`E659977`	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 Ulsan, hasGraduateSchool, 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 Ulsan, hasGraduateSchool, Graduate School of Education]

A. 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.
B. 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.
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 at Chonnam National University is a specialized institution offering advanced professional and research-oriented programs for current and prospective educators.
E. Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
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 Ulsan, hasGraduateSchool, Graduate School of Education]

Generated description

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.

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 Ulsan is a specialized institution that offers advanced professional and academic programs for current and prospective educators in South Korea.

A. 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.
B. Graduate School of Education
The Graduate School of Education at Chonnam National University is a specialized institution offering advanced professional and research-oriented programs for current and prospective educators.
C. Graduate School of Education
The Graduate School of Education is a specialized postgraduate institution at Chungnam National University focused on advanced teacher training, educational research, and professional development in the field of education.
D. Graduate School of Education
The Graduate School of Education at Yokohama National University is a postgraduate institution specializing in advanced research and professional training in the field of education.
E. Graduate School of Education
The Graduate School of Education at the University of Tokyo is a leading Japanese institution for advanced research and professional training in education, pedagogy, and related social sciences.
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_69c68a5bfaac81909ce7f001dfb70c76`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f1a8b18c8190ad1a19521eda2319`	completed	March 27, 2026, 9:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c802d15a8481908e43701459607276`	completed	March 28, 2026, 4:33 p.m.
NEDg	Description generation	`batch_69c803ad72308190a9640f2fb043daab`	completed	March 28, 2026, 4:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69c8043121988190b7c9ea0f786296c2`	completed	March 28, 2026, 4:39 p.m.

Created at: March 27, 2026, 3:07 p.m.