Triple

T2495271

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Peshawar	`E52139`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	Institute of Education and Research The Institute of Education and Research is a key academic unit of the University of Peshawar specializing in teacher education, educational research, and training of education professionals.	`E272909`	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 Education and Research | Statement: [University of Peshawar, hasInstitute, Institute of Education and Research]

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

Target entity: Institute of Education and Research
Context triple: [University of Peshawar, hasInstitute, Institute of Education and Research]

A. 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.
B. Education and Research Center
The Education and Research Center is a facility within the First Ladies National Historic Site that provides exhibits, educational programs, and scholarly resources focused on the lives and contributions of U.S. First Ladies.
C. Institute of Education Sciences
The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
D. National Academy of Education
The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.
E. Institute of Science
The Institute of Science is a graduate-level academic and research institution within Istanbul University focused on scientific and technological disciplines.
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 Education and Research
Triple: [University of Peshawar, hasInstitute, Institute of Education and Research]

Generated description

The Institute of Education and Research is a key academic unit of the University of Peshawar specializing in teacher education, educational research, and training of education professionals.

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

Target entity: Institute of Education and Research
Target entity description: The Institute of Education and Research is a key academic unit of the University of Peshawar specializing in teacher education, educational research, and training of education professionals.

A. 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.
B. Education and Research Center
The Education and Research Center is a facility within the First Ladies National Historic Site that provides exhibits, educational programs, and scholarly resources focused on the lives and contributions of U.S. First Ladies.
C. Institute of Education Sciences
The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
D. National Academy of Education
The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.
E. Institute of Science
The Institute of Science is a graduate-level academic and research institution within Istanbul University focused on scientific and technological disciplines.
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_69ab4955111c8190835bf619adec21ff`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abd19541048190b9e39db119c20fe8`	completed	March 7, 2026, 7:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af1f9608e48190825417943e8c4559`	completed	March 9, 2026, 7:29 p.m.
NEDg	Description generation	`batch_69af20aafd008190ad9fee7c154f8597`	completed	March 9, 2026, 7:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69af2193102c81908f5fe1c899cc1a85`	completed	March 9, 2026, 7:37 p.m.

Created at: March 6, 2026, 9:45 p.m.