Triple
T32291908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab transport workers |
E824985
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | transport sector workers |
C61482
|
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: transport sector workers Context triple: [Arab transport workers, instanceOf, transport sector workers]
-
A.
transport sector
The transport sector encompasses all systems, services, and infrastructure involved in moving people and goods by road, rail, air, and water.
-
B.
freight transport sector
The freight transport sector encompasses the systems, services, and infrastructure involved in moving goods by road, rail, sea, air, and inland waterways across local, regional, and global supply chains.
-
C.
transport entrepreneur
A transport entrepreneur is an individual who identifies, develops, and manages innovative business opportunities in the movement of people or goods, leveraging logistics, technology, and market insights to create efficient and profitable transportation solutions.
-
D.
transport ministry
The transport ministry is a government department responsible for planning, regulating, and overseeing a nation’s transportation systems and infrastructure, including roads, railways, air, and maritime transport.
-
E.
rail industry sector
The rail industry sector encompasses companies and organizations involved in the design, manufacture, operation, maintenance, and regulation of railway systems, infrastructure, and rolling stock for freight and passenger transport.
- F. None of above. chosen
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_69f349101b788190b4f14884dc7d1ed2 |
completed | April 30, 2026, 12:20 p.m. |
Created at: May 1, 2026, 12:44 a.m.