Triple

T3529870

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pepperdine University	`E74631`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Graduate School of Education and Psychology The Graduate School of Education and Psychology is a professional graduate division of Pepperdine University offering advanced degrees and training in education and psychology.	`E364402`	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 and Psychology | Statement: [Pepperdine University, hasAcademicDivision, Graduate School of Education and Psychology]

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

Target entity: Graduate School of Education and Psychology
Context triple: [Pepperdine University, hasAcademicDivision, Graduate School of Education and Psychology]

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 Pennsylvania 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 at the University of Tokyo is a leading Japanese institution for advanced research and professional training in education, pedagogy, and related social sciences.
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 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
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 and Psychology
Triple: [Pepperdine University, hasAcademicDivision, Graduate School of Education and Psychology]

Generated description

The Graduate School of Education and Psychology is a professional graduate division of Pepperdine University offering advanced degrees and training in education and psychology.

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

Target entity: Graduate School of Education and Psychology
Target entity description: The Graduate School of Education and Psychology is a professional graduate division of Pepperdine University offering advanced degrees and training in education and psychology.

A. 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.
B. 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.
C. 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.
D. 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.
E. 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.
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_69ad85d1a3948190931fd1ea1f49717b`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc9764a881908aa8d25dc9adf59e`	completed	March 8, 2026, 6:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b37e97536881908d5ed3dfe602c9e0`	completed	March 13, 2026, 3:03 a.m.
NEDg	Description generation	`batch_69b37f232b8881908f7b4df89399d1d8`	completed	March 13, 2026, 3:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69b37f8fea9481909eb82a06e6c71e98`	completed	March 13, 2026, 3:08 a.m.

Created at: March 8, 2026, 3:19 p.m.