Triple

T12457283

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Aleppo	`E297689`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	Institute of Business Administration The Institute of Business Administration is an academic institution within the University of Aleppo that specializes in education and training in business and management disciplines.	`E984406`	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 Business Administration | Statement: [University of Aleppo, hasInstitute, Institute of Business Administration]

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

Target entity: Institute of Business Administration
Context triple: [University of Aleppo, hasInstitute, Institute of Business Administration]

A. Lahore University of Management Sciences
Lahore University of Management Sciences is a leading private research university in Lahore, Pakistan, renowned for its programs in business, economics, engineering, and the social sciences.
B. Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
C. Karachi University of Business and Technology
Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
D. Beaconhouse National University
Beaconhouse National University is a private liberal arts university in Lahore, Pakistan, known for its strong programs in art, design, architecture, and social sciences.
E. IBA University Sukkur
IBA University Sukkur is a public sector higher education institution in Pakistan known for its business, management, and engineering programs and its focus on merit-based admissions and quality education.
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 Business Administration
Triple: [University of Aleppo, hasInstitute, Institute of Business Administration]

Generated description

The Institute of Business Administration is an academic institution within the University of Aleppo that specializes in education and training in business and management disciplines.

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

Target entity: Institute of Business Administration
Target entity description: The Institute of Business Administration is an academic institution within the University of Aleppo that specializes in education and training in business and management disciplines.

A. Lahore University of Management Sciences
Lahore University of Management Sciences is a leading private research university in Lahore, Pakistan, renowned for its programs in business, economics, engineering, and the social sciences.
B. Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
C. Karachi University of Business and Technology
Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
D. Beaconhouse National University
Beaconhouse National University is a private liberal arts university in Lahore, Pakistan, known for its strong programs in art, design, architecture, and social sciences.
E. IBA University Sukkur
IBA University Sukkur is a public sector higher education institution in Pakistan known for its business, management, and engineering programs and its focus on merit-based admissions and quality 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_69d6ada270808190b1a2b2e7b02bb426`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94da46a588190bc888fafd6d1eb5d`	completed	April 10, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f1b0a3081909cf22970586755e9`	completed	May 2, 2026, 6:14 p.m.
NEDg	Description generation	`batch_69f64010a1348190afaf7b95b8f146b5`	completed	May 2, 2026, 6:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69f640c33d948190ad8f9885f90786d7`	completed	May 2, 2026, 6:21 p.m.

Created at: April 8, 2026, 9:56 p.m.