Triple
T38574573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLUS Malaysia Berhad |
E929365
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | highway concessionaire company |
C6258
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: highway concessionaire company Context triple: [PLUS Malaysia Berhad, instanceOf, highway concessionaire company]
-
A.
toll road operator
chosen
A toll road operator is an entity responsible for managing, maintaining, and collecting user fees on designated roadways or bridges, often under government concession or private ownership.
-
B.
road construction company
A road construction company is an organization that plans, designs, builds, repairs, and maintains roads and related infrastructure for public and private clients.
-
C.
toll road project
A toll road project is a transportation infrastructure initiative that plans, finances, constructs, and operates a roadway funded primarily through user fees collected from vehicles using the road.
-
D.
highways authority
A highways authority is a governmental or statutory body responsible for planning, constructing, maintaining, and regulating public roads and related infrastructure within a defined jurisdiction.
-
E.
concessionaire
A concessionaire is an individual or company granted the right by an authority or property owner to operate a business or provide specific services within a designated venue or area, typically in exchange for fees or a share of revenue.
- F. None of above.
Provenance (1 batch)
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_69f76ebd2248819083978362d81fa35e |
completed | May 3, 2026, 3:50 p.m. |
Created at: May 3, 2026, 4:32 p.m.