Triple
T16068428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UMW Toyota Motor Sdn. Bhd. |
E389795
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | UMW Toyota Motor |
E389795
|
NE FINISHED |
How this triple was built (2 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 Toyota Motor | Statement: [UMW Toyota Motor Sdn. Bhd., abbreviation, UMW Toyota Motor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UMW Toyota Motor Context triple: [UMW Toyota Motor Sdn. Bhd., abbreviation, UMW Toyota Motor]
-
A.
UMW Toyota Motor Sdn. Bhd.
chosen
UMW Toyota Motor Sdn. Bhd. is a Malaysian automotive company responsible for the assembly, distribution, and marketing of Toyota vehicles in Malaysia.
-
B.
Toyota Motor Manufacturing West Virginia
Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
-
C.
Toyota Housing Corporation
Toyota Housing Corporation is a Japanese company within the Toyota Group that specializes in the design, construction, and sale of residential housing.
-
D.
Toyota Industries Corporation
Toyota Industries Corporation is a Japanese manufacturing company best known for producing industrial vehicles, textile machinery, and automotive components as a core member of the Toyota Group.
-
E.
Toyota Group
Toyota Group is a Japanese multinational corporate conglomerate centered around Toyota Motor Corporation, encompassing a network of automotive and related businesses.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 10, 2026, 4:57 a.m.