Triple

T19608059
Position Surface form Disambiguated ID Type / Status
Subject Talal Abu-Ghazaleh E470656 entity
Predicate founderOf P104 FINISHED
Object Talal Abu-Ghazaleh University College of Business — NE NERFINISHED

How this triple was built (3 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: Talal Abu-Ghazaleh University College of Business | Statement: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh University College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talal Abu-Ghazaleh University College of Business
Context triple: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh University College of Business]
  • A. Adnan Kassar School of Business
    The Adnan Kassar School of Business is a leading business school in Lebanon offering undergraduate and graduate programs in areas such as management, finance, and marketing within an international and professionally oriented framework.
  • B. Suliman S. Olayan School of Business
    The Suliman S. Olayan School of Business is the business school of the American University of Beirut, offering undergraduate and graduate programs in business and management with a regional and international focus.
  • C. 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).
  • D. UBD School of Business and Economics
    UBD School of Business and Economics is the business and economics faculty of Universiti Brunei Darussalam, offering undergraduate and postgraduate programs focused on management, finance, economics, and related fields.
  • E. Ahlia University
    Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talal Abu-Ghazaleh University College of Business
Target entity description: Talal Abu-Ghazaleh University College of Business is a private business education institution named after and established by Arab business leader Talal Abu-Ghazaleh, focusing on developing professional and entrepreneurial skills.
  • A. Adnan Kassar School of Business
    The Adnan Kassar School of Business is a leading business school in Lebanon offering undergraduate and graduate programs in areas such as management, finance, and marketing within an international and professionally oriented framework.
  • B. Suliman S. Olayan School of Business
    The Suliman S. Olayan School of Business is the business school of the American University of Beirut, offering undergraduate and graduate programs in business and management with a regional and international focus.
  • C. 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).
  • D. UBD School of Business and Economics
    UBD School of Business and Economics is the business and economics faculty of Universiti Brunei Darussalam, offering undergraduate and postgraduate programs focused on management, finance, economics, and related fields.
  • E. Ahlia University
    Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
  • F. None of above. chosen

Provenance (2 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640c964fc8190bd1cb60f4b233eaa completed April 20, 2026, 3:05 p.m.
Created at: April 10, 2026, 1:43 p.m.