Triple
T4649521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lindsay Corporation |
E102256
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Lindsay Transportation Solutions
Lindsay Transportation Solutions is a division of Lindsay Corporation that provides road safety and transportation infrastructure products such as barrier systems and traffic management solutions.
|
E102256
|
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: Lindsay Transportation Solutions | Statement: [Lindsay Corporation, hasSubsidiary, Lindsay Transportation Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lindsay Transportation Solutions Context triple: [Lindsay Corporation, hasSubsidiary, Lindsay Transportation Solutions]
-
A.
Lindsay Corporation
Lindsay Corporation is an American company best known for manufacturing and providing irrigation systems and infrastructure equipment for agriculture and transportation.
-
B.
Hearst Transportation
Hearst Transportation is a business division of Hearst Communications focused on providing information, data, and services for the transportation and automotive industries.
-
C.
Guilford Transportation Industries
Guilford Transportation Industries was a major New England-based railroad holding company that acquired and operated several regional railroads, later rebranding as Pan Am Railways.
-
D.
BG Freight Line
BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
-
E.
Go-Ahead Group
Go-Ahead Group is a major British public transport operator that runs bus and rail services in the UK and internationally.
- 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: Lindsay Transportation Solutions Triple: [Lindsay Corporation, hasSubsidiary, Lindsay Transportation Solutions]
Generated description
Lindsay Transportation Solutions is a division of Lindsay Corporation that provides road safety and transportation infrastructure products such as barrier systems and traffic management solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lindsay Transportation Solutions Target entity description: Lindsay Transportation Solutions is a division of Lindsay Corporation that provides road safety and transportation infrastructure products such as barrier systems and traffic management solutions.
-
A.
Lindsay Corporation
chosen
Lindsay Corporation is an American company best known for manufacturing and providing irrigation systems and infrastructure equipment for agriculture and transportation.
-
B.
Hearst Transportation
Hearst Transportation is a business division of Hearst Communications focused on providing information, data, and services for the transportation and automotive industries.
-
C.
Guilford Transportation Industries
Guilford Transportation Industries was a major New England-based railroad holding company that acquired and operated several regional railroads, later rebranding as Pan Am Railways.
-
D.
BG Freight Line
BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
-
E.
Go-Ahead Group
Go-Ahead Group is a major British public transport operator that runs bus and rail services in the UK and internationally.
- F. None of above.
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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6300a3fc8190b39ee96d756a748e |
completed | March 20, 2026, 3:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfae3d8f4819082ec002bc4d9819d |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfba6f8e08190ad6c802ec1cb5ce2 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc6da3a481909ed770763409e063 |
completed | March 21, 2026, 2:03 a.m. |
Created at: March 20, 2026, 1:14 p.m.