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.