Triple

T15638971

Position	Surface form	Disambiguated ID	Type / Status
Subject	Institute of Business Administration (IBA Karachi)	`E376016`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Center for Executive Education The Center for Executive Education is a professional development arm of IBA Karachi that offers specialized training and leadership programs for executives and working professionals.	`E1168471`	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: Center for Executive Education | Statement: [Institute of Business Administration (IBA Karachi), hasUnit, Center for Executive Education]

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

Target entity: Center for Executive Education
Context triple: [Institute of Business Administration (IBA Karachi), hasUnit, Center for Executive Education]

A. Collins Center for Executive Education
The Collins Center for Executive Education is a dedicated facility at the Anderson School of Management that hosts executive education programs, professional development courses, and business leadership events.
B. Center for Global Management
The Center for Global Management is a UCLA Anderson School of Management hub that promotes global business education, research, and experiential learning focused on international markets and cross-border leadership.
C. Drucker School of Management
Drucker School of Management is a graduate business school named after management theorist Peter F. Drucker, known for its focus on responsible leadership and management practice.
D. Cameron School of Business
Cameron School of Business is the business school of the University of North Carolina at Wilmington, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
E. Edwards School of Business
Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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: Center for Executive Education
Triple: [Institute of Business Administration (IBA Karachi), hasUnit, Center for Executive Education]

Generated description

The Center for Executive Education is a professional development arm of IBA Karachi that offers specialized training and leadership programs for executives and working professionals.

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

Target entity: Center for Executive Education
Target entity description: The Center for Executive Education is a professional development arm of IBA Karachi that offers specialized training and leadership programs for executives and working professionals.

A. Collins Center for Executive Education
The Collins Center for Executive Education is a dedicated facility at the Anderson School of Management that hosts executive education programs, professional development courses, and business leadership events.
B. Center for Global Management
The Center for Global Management is a UCLA Anderson School of Management hub that promotes global business education, research, and experiential learning focused on international markets and cross-border leadership.
C. Drucker School of Management
Drucker School of Management is a graduate business school named after management theorist Peter F. Drucker, known for its focus on responsible leadership and management practice.
D. Cameron School of Business
Cameron School of Business is the business school of the University of North Carolina at Wilmington, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
E. Edwards School of Business
Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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_69d85cd035a48190b73d5579ab73969a`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ed06b388190bfebb77fe70e7df1`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff5f4b693c81908fd324a5e92fc23c`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff612f54a48190a392a3712db4c907`	completed	May 9, 2026, 4:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff61fbcad481908af89369458b23ca`	completed	May 9, 2026, 4:34 p.m.

Created at: April 10, 2026, 4:14 a.m.