Triple
T31020007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hub Group, Inc. |
E790429
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | freight transportation management company |
C50586
|
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: freight transportation management company Context triple: [Hub Group, Inc., instanceOf, freight transportation management company]
-
A.
freight forwarding company
A freight forwarding company is a logistics intermediary that arranges and manages the transportation, documentation, and customs clearance of goods on behalf of shippers across domestic and international supply chains.
-
B.
freight carrier
A freight carrier is an entity (such as a company, vehicle, or vessel) responsible for transporting goods or cargo from one location to another, typically for commercial purposes.
-
C.
freight transport division
The freight transport division is the organizational unit responsible for planning, managing, and executing the movement of goods and cargo across various transportation modes within a company or network.
-
D.
freight brokerage
chosen
A freight brokerage is a business that connects shippers needing to move goods with carriers that have available transportation capacity, coordinating logistics and negotiating rates for both parties.
-
E.
motor carrier
A motor carrier is a business entity that transports goods or passengers by commercial motor vehicles over roads for compensation or in furtherance of its commercial enterprise.
- 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_69f224c811508190a7de096a5b1f5798 |
completed | April 29, 2026, 3:33 p.m. |
Created at: April 29, 2026, 8:58 p.m.