Triple

T427761
Position Surface form Disambiguated ID Type / Status
Subject Khaldoon Al Mubarak E9645 entity
Predicate employer P7 FINISHED
Object Mubadala Investment Company
Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
 E54320 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: Mubadala Investment Company | Statement: [Khaldoon Al Mubarak, employer, Mubadala Investment Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mubadala Investment Company
Context triple: [Khaldoon Al Mubarak, employer, Mubadala Investment Company]
  • A. Abu Dhabi United Group
    Abu Dhabi United Group is a private investment company owned by Sheikh Mansour bin Zayed Al Nahyan, best known for its ownership and funding of Manchester City Football Club and related football ventures.
  • B. Saudi Aramco
    Saudi Aramco is the world’s largest integrated oil and gas company, known for its vast crude oil reserves, massive production capacity, and central role in the global energy market.
  • C. Ganoub El Wadi Petroleum Holding Company
    Ganoub El Wadi Petroleum Holding Company is an Egyptian state-owned oil and gas company responsible for exploration, production, and development activities primarily in the southern regions of Egypt.
  • D. Islamic Development Bank
    The Islamic Development Bank is a multilateral development finance institution that provides Sharia-compliant funding and support for economic and social development in member countries of the Islamic world.
  • E. The Carlyle Group
    The Carlyle Group is a major global private equity and investment firm known for managing large alternative asset portfolios and employing prominent political and financial figures.
  • 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: Mubadala Investment Company
Triple: [Khaldoon Al Mubarak, employer, Mubadala Investment Company]
Generated description
Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mubadala Investment Company
Target entity description: Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • A. Abu Dhabi United Group
    Abu Dhabi United Group is a private investment company owned by Sheikh Mansour bin Zayed Al Nahyan, best known for its ownership and funding of Manchester City Football Club and related football ventures.
  • B. Saudi Aramco
    Saudi Aramco is the world’s largest integrated oil and gas company, known for its vast crude oil reserves, massive production capacity, and central role in the global energy market.
  • C. Ganoub El Wadi Petroleum Holding Company
    Ganoub El Wadi Petroleum Holding Company is an Egyptian state-owned oil and gas company responsible for exploration, production, and development activities primarily in the southern regions of Egypt.
  • D. Islamic Development Bank
    The Islamic Development Bank is a multilateral development finance institution that provides Sharia-compliant funding and support for economic and social development in member countries of the Islamic world.
  • E. The Carlyle Group
    The Carlyle Group is a major global private equity and investment firm known for managing large alternative asset portfolios and employing prominent political and financial figures.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eed7f3508190995dcd39586ed614 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42f665c2881908850bce36cdf74b8 completed March 1, 2026, 12:21 p.m.
NEDg Description generation batch_69a43038d2348190a348e6661d27dde4 completed March 1, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_69a430f6c6f88190b5aecfe3c4c8957d completed March 1, 2026, 12:28 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.