Triple
T19710571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastleigh Works |
E473333
|
entity |
| Predicate | ownedBy |
P347
|
FINISHED |
| Object |
Arlington Fleet Services
Arlington Fleet Services is a UK-based rail engineering and maintenance company known for overhauling, repairing, and refurbishing rolling stock for train operators and leasing firms.
|
E1390872
|
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: Arlington Fleet Services | Statement: [Eastleigh Works, ownedBy, Arlington Fleet Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arlington Fleet Services Context triple: [Eastleigh Works, ownedBy, Arlington Fleet Services]
-
A.
GSA Fleet
GSA Fleet is a division of the U.S. General Services Administration that manages and leases a large federal vehicle fleet to government agencies nationwide.
-
B.
Barksdale Group
Barksdale Group is a venture capital firm known for investing in early-stage technology companies.
-
C.
TECOM Group
TECOM Group is a Dubai-based business park developer and operator known for creating and managing specialized free zones and industry-focused communities across sectors such as media, technology, education, and science.
-
D.
Marine Logistics Group
Marine Logistics Group is a major U.S. Marine Corps formation responsible for providing comprehensive combat service support and logistics to Marine Air-Ground Task Forces.
-
E.
FleetNet America
FleetNet America is a U.S.-based provider of fleet maintenance and emergency roadside repair services for commercial vehicles, operating as part of Cox Automotive.
- 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: Arlington Fleet Services Triple: [Eastleigh Works, ownedBy, Arlington Fleet Services]
Generated description
Arlington Fleet Services is a UK-based rail engineering and maintenance company known for overhauling, repairing, and refurbishing rolling stock for train operators and leasing firms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arlington Fleet Services Target entity description: Arlington Fleet Services is a UK-based rail engineering and maintenance company known for overhauling, repairing, and refurbishing rolling stock for train operators and leasing firms.
-
A.
GSA Fleet
GSA Fleet is a division of the U.S. General Services Administration that manages and leases a large federal vehicle fleet to government agencies nationwide.
-
B.
Barksdale Group
Barksdale Group is a venture capital firm known for investing in early-stage technology companies.
-
C.
TECOM Group
TECOM Group is a Dubai-based business park developer and operator known for creating and managing specialized free zones and industry-focused communities across sectors such as media, technology, education, and science.
-
D.
Marine Logistics Group
Marine Logistics Group is a major U.S. Marine Corps formation responsible for providing comprehensive combat service support and logistics to Marine Air-Ground Task Forces.
-
E.
FleetNet America
FleetNet America is a U.S.-based provider of fleet maintenance and emergency roadside repair services for commercial vehicles, operating as part of Cox Automotive.
- 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e64407ed208190944ae43b5e44bbdc |
completed | April 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ab9ea0708190ba465450a31e5aef |
completed | May 15, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_6a07ac97c68c819094b8013f6134ba8a |
completed | May 15, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ae88e76481908b9a6fda698eec12 |
completed | May 15, 2026, 11:38 p.m. |
Created at: April 10, 2026, 1:46 p.m.