Triple

T19698

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cairo University	`E391`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	Institute of Educational Studies The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.	`E4384`	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: Institute of Educational Studies | Statement: [Cairo University, hasInstitute, Institute of Educational Studies]

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

Target entity: Institute of Educational Studies
Context triple: [Cairo University, hasInstitute, Institute of Educational Studies]

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 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.
C. Harvard Graduate School of Education
The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
D. College of Education
The College of Education at Oregon State University is an academic unit that prepares future educators and education professionals through undergraduate, graduate, and research programs focused on teaching, learning, and leadership.
E. Institute of Environmental Studies and Research
The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
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: Institute of Educational Studies
Triple: [Cairo University, hasInstitute, Institute of Educational Studies]

Generated description

The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.

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

Target entity: Institute of Educational Studies
Target entity description: The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.

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 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.
C. Harvard Graduate School of Education
The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
D. College of Education
The College of Education at Oregon State University is an academic unit that prepares future educators and education professionals through undergraduate, graduate, and research programs focused on teaching, learning, and leadership.
E. Institute of Environmental Studies and Research
The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
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_69a240778d288190815c0052ebbbcc91`	completed	Feb. 28, 2026, 1:10 a.m.
NER	Named-entity recognition	`batch_69a2481e91c88190ad0fb09cddc5f446`	completed	Feb. 28, 2026, 1:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2552c22f88190afcc8ed45c419844`	completed	Feb. 28, 2026, 2:38 a.m.
NEDg	Description generation	`batch_69a255fbd26c81909d070ba1c8345c38`	completed	Feb. 28, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69a256a0383c8190af394441647dab2c`	completed	Feb. 28, 2026, 2:44 a.m.

Created at: Feb. 28, 2026, 1:14 a.m.