Triple
T16068411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UMW Toyota Motor Sdn. Bhd. |
E389795
|
entity |
| Predicate | parentCompany |
P254
|
FINISHED |
| Object |
UMW Holdings Berhad
UMW Holdings Berhad is a Malaysian conglomerate primarily involved in automotive, equipment, and manufacturing businesses, including a major joint venture with Toyota.
|
E1193330
|
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: UMW Holdings Berhad | Statement: [UMW Toyota Motor Sdn. Bhd., parentCompany, 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., parentCompany, UMW Holdings Berhad]
-
A.
UEM Group Berhad
UEM Group Berhad is a major Malaysian engineering and construction conglomerate known for delivering large-scale infrastructure and landmark building projects.
-
B.
Sunway Group
Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
-
C.
MMC Corporation Berhad
MMC Corporation Berhad is a leading Malaysian utilities and infrastructure conglomerate with major interests in ports, logistics, engineering, and energy.
-
D.
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.
-
E.
Sarawak Energy Berhad
Sarawak Energy Berhad is a Malaysian state-owned energy company responsible for electricity generation, transmission, and distribution in Sarawak, including major hydropower projects.
- 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: UMW Holdings Berhad Triple: [UMW Toyota Motor Sdn. Bhd., parentCompany, UMW Holdings Berhad]
Generated description
UMW Holdings Berhad is a Malaysian conglomerate primarily involved in automotive, equipment, and manufacturing businesses, including a major joint venture with Toyota.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UMW Holdings Berhad Target entity description: UMW Holdings Berhad is a Malaysian conglomerate primarily involved in automotive, equipment, and manufacturing businesses, including a major joint venture with Toyota.
-
A.
UEM Group Berhad
UEM Group Berhad is a major Malaysian engineering and construction conglomerate known for delivering large-scale infrastructure and landmark building projects.
-
B.
Sunway Group
Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
-
C.
MMC Corporation Berhad
MMC Corporation Berhad is a leading Malaysian utilities and infrastructure conglomerate with major interests in ports, logistics, engineering, and energy.
-
D.
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.
-
E.
Sarawak Energy Berhad
Sarawak Energy Berhad is a Malaysian state-owned energy company responsible for electricity generation, transmission, and distribution in Sarawak, including major hydropower projects.
- 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183bb98c88190ae4b5773358078be |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe480d59c8190962ac596a872b5e0 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe6ee34788190942ef1d3bb805f78 |
completed | May 10, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe7d127848190bbd79a8b94a49f93 |
completed | May 10, 2026, 2:05 a.m. |
Created at: April 10, 2026, 4:57 a.m.