Triple

T16068437
Position Surface form Disambiguated ID Type / Status
Subject UMW Toyota Motor Sdn. Bhd. E389795 entity
Predicate mainShareholder P14887 FINISHED
Object UMW Holdings Berhad E1193330 NE FINISHED

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: UMW Holdings Berhad | Statement: [UMW Toyota Motor Sdn. Bhd., mainShareholder, UMW Holdings Berhad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UMW Holdings Berhad
Context triple: [UMW Toyota Motor Sdn. Bhd., mainShareholder, UMW Holdings Berhad]
  • A. UMW Holdings Berhad chosen
    UMW Holdings Berhad is a Malaysian conglomerate primarily involved in automotive, equipment, and manufacturing businesses, including a major joint venture with Toyota.
  • B. UEM Group Berhad
    UEM Group Berhad is a major Malaysian engineering and construction conglomerate known for delivering large-scale infrastructure and landmark building projects.
  • C. Sunway Group
    Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
  • D. MMC Corporation Berhad
    MMC Corporation Berhad is a leading Malaysian utilities and infrastructure conglomerate with major interests in ports, logistics, engineering, and energy.
  • E. Berjaya Corporation
    Berjaya Corporation is a Malaysian diversified conglomerate with interests spanning consumer marketing, property development, financial services, gaming, and hospitality, founded and led by businessman Vincent Tan.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainShareholder
Context triple: [UMW Toyota Motor Sdn. Bhd., mainShareholder, UMW Holdings Berhad]
  • A. majorShareholderOf chosen
    Indicates that one entity owns a controlling or significantly large portion of another entity’s shares or equity.
  • B. hasShareholdersFrom
    Indicates that an entity has shareholders who originate from or are associated with a specified country, region, or organization.
  • C. minorityShareholder
    Indicates that one entity holds a non-controlling, less-than-majority ownership stake in another entity.
  • D. canHaveMultipleShareholders
    Indicates that an entity is permitted to have more than one shareholder at the same time.
  • E. typeOfShareholders
    Indicates the classification or category of shareholders associated with an entity (e.g., individual, institutional, majority, minority).
  • F. None of above.

Provenance (4 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1858a00888190b8505071575dc56f completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb8f12708190956f203a3e58e18b completed May 10, 2026, 2:21 a.m.
PD Predicate disambiguation batch_69e18272f2288190a17d45fb01cc2b07 completed April 17, 2026, 12:44 a.m.
Created at: April 10, 2026, 4:57 a.m.