Triple

T4412154
Position Surface form Disambiguated ID Type / Status
Subject Dubai Holding E94874 entity
Predicate subsidiary P258 FINISHED
Object Dubai Asset Management
Dubai Asset Management is a real estate investment and property management company in Dubai focused on developing and operating residential communities and related assets.
E438788 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: Dubai Asset Management | Statement: [Dubai Holding, subsidiary, Dubai Asset Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dubai Asset Management
Context triple: [Dubai Holding, subsidiary, Dubai Asset Management]
  • A. Investment Corporation of Dubai
    The Investment Corporation of Dubai is the principal sovereign wealth fund of the Government of Dubai, holding and managing the emirate’s key commercial assets across sectors such as aviation, finance, real estate, and hospitality.
  • B. Abu Dhabi Investment Authority
    The Abu Dhabi Investment Authority is a sovereign wealth fund that manages and invests the oil-derived financial reserves of the Emirate of Abu Dhabi globally.
  • C. Oman Investment Authority
    Oman Investment Authority is the Sultanate of Oman’s sovereign wealth fund responsible for managing and investing the country’s state-owned assets and financial reserves.
  • D. Mubadala Capital
    Mubadala Capital is the asset management and investment arm of Mubadala Investment Company, managing a range of private equity, venture capital, and other alternative investment strategies globally.
  • E. Dubai Holding
    Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
  • 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: Dubai Asset Management
Triple: [Dubai Holding, subsidiary, Dubai Asset Management]
Generated description
Dubai Asset Management is a real estate investment and property management company in Dubai focused on developing and operating residential communities and related assets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dubai Asset Management
Target entity description: Dubai Asset Management is a real estate investment and property management company in Dubai focused on developing and operating residential communities and related assets.
  • A. Investment Corporation of Dubai
    The Investment Corporation of Dubai is the principal sovereign wealth fund of the Government of Dubai, holding and managing the emirate’s key commercial assets across sectors such as aviation, finance, real estate, and hospitality.
  • B. Abu Dhabi Investment Authority
    The Abu Dhabi Investment Authority is a sovereign wealth fund that manages and invests the oil-derived financial reserves of the Emirate of Abu Dhabi globally.
  • C. Oman Investment Authority
    Oman Investment Authority is the Sultanate of Oman’s sovereign wealth fund responsible for managing and investing the country’s state-owned assets and financial reserves.
  • D. Mubadala Capital
    Mubadala Capital is the asset management and investment arm of Mubadala Investment Company, managing a range of private equity, venture capital, and other alternative investment strategies globally.
  • E. Dubai Holding
    Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e656dc819093ca8395d7334006 completed March 13, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f6131de08190968259a0be73cd3f completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f76c8ea08190a6f6c81f0c3dcea7 completed March 15, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7e313f48190afb83123e3b24926 completed March 15, 2026, 12:05 a.m.
Created at: March 12, 2026, 11:29 p.m.