Triple
T9306238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hub Group |
E223890
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Mode Transportation
Mode Transportation is a North American third-party logistics and freight brokerage company providing multimodal transportation and supply chain solutions.
|
E790430
|
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: Mode Transportation | Statement: [Hub Group, hasSubsidiary, Mode Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mode Transportation Context triple: [Hub Group, hasSubsidiary, Mode Transportation]
-
A.
Transport Focus
Transport Focus is an independent watchdog organization in Great Britain that represents the interests of transport users, particularly rail, bus, and road passengers, by monitoring services and advocating for improvements.
-
B.
SolTrans
SolTrans is a public transit agency serving communities in Solano County, California, providing local and regional bus services.
-
C.
Multimodal Transportation
Multimodal Transportation is a division focused on planning, coordinating, and supporting transportation systems that integrate multiple modes such as transit, rail, aviation, ports, and pedestrian and bicycle travel.
-
D.
Select Bus Service
Select Bus Service is New York City's brand for enhanced, limited-stop bus routes that feature faster service and transit-priority improvements.
-
E.
Transitway
Transitway is a bus rapid transit network in Ottawa, Ontario, providing high-capacity, grade-separated transit service across the city.
- 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: Mode Transportation Triple: [Hub Group, hasSubsidiary, Mode Transportation]
Generated description
Mode Transportation is a North American third-party logistics and freight brokerage company providing multimodal transportation and supply chain solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mode Transportation Target entity description: Mode Transportation is a North American third-party logistics and freight brokerage company providing multimodal transportation and supply chain solutions.
-
A.
Transport Focus
Transport Focus is an independent watchdog organization in Great Britain that represents the interests of transport users, particularly rail, bus, and road passengers, by monitoring services and advocating for improvements.
-
B.
SolTrans
SolTrans is a public transit agency serving communities in Solano County, California, providing local and regional bus services.
-
C.
Multimodal Transportation
Multimodal Transportation is a division focused on planning, coordinating, and supporting transportation systems that integrate multiple modes such as transit, rail, aviation, ports, and pedestrian and bicycle travel.
-
D.
Select Bus Service
Select Bus Service is New York City's brand for enhanced, limited-stop bus routes that feature faster service and transit-priority improvements.
-
E.
Transitway
Transitway is a bus rapid transit network in Ottawa, Ontario, providing high-capacity, grade-separated transit service across the city.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd1da7c1e08190af19169f5d806cde |
completed | April 1, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2735d788190bd8f963562fb85a8 |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b4231b708190b8a4a342bc63e84d |
completed | April 4, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b4b8131c8190b2aa8be56925b7bc |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:36 p.m.