Triple

T4073477
Position Surface form Disambiguated ID Type / Status
Subject Cox Automotive E86702 entity
Predicate subsidiary P258 FINISHED
Object 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.
 E411957 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: FleetNet America | Statement: [Cox Automotive, subsidiary, FleetNet America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FleetNet America
Context triple: [Cox Automotive, subsidiary, FleetNet America]
  • A. Southeast Area Fleet
    The Southeast Area Fleet was a major Imperial Japanese Navy command responsible for naval operations in the South Pacific during World War II.
  • B. Fleet
    Fleet is a town in Hampshire, England, known for its commuter links to London and surrounding areas.
  • C. Fleet
    Fleet is a lightweight, next-generation integrated development environment (IDE) by JetBrains designed for collaborative, polyglot, and remote development.
  • D. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • E. 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.
  • 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: FleetNet America
Triple: [Cox Automotive, subsidiary, FleetNet America]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FleetNet America
Target entity description: 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.
  • A. Southeast Area Fleet
    The Southeast Area Fleet was a major Imperial Japanese Navy command responsible for naval operations in the South Pacific during World War II.
  • B. Fleet
    Fleet is a town in Hampshire, England, known for its commuter links to London and surrounding areas.
  • C. Fleet
    Fleet is a lightweight, next-generation integrated development environment (IDE) by JetBrains designed for collaborative, polyglot, and remote development.
  • D. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • E. 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.
  • 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc22be988190a2b6575d4f5e0f7b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562bc05948190a9ad709768420588 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:39 p.m.