Triple

T2472974
Position Surface form Disambiguated ID Type / Status
Subject Harley-Davidson E55018 entity
Predicate hasSubsidiary P254 FINISHED
Object LiveWire Group
LiveWire Group is an electric motorcycle company spun off from Harley-Davidson, focused on developing and selling high-performance electric bikes and related technologies.
E270599 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: LiveWire Group | Statement: [Harley-Davidson, hasSubsidiary, LiveWire Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LiveWire Group
Context triple: [Harley-Davidson, hasSubsidiary, LiveWire Group]
  • A. Evergreen Group
    Evergreen Group is a Taiwan-based global conglomerate best known for its shipping, aviation, and logistics businesses.
  • B. VT Group
    VT Group is a British engineering and shipbuilding company known for designing and constructing advanced naval vessels and providing marine and defense support services.
  • C. Booker Group
    Booker Group is a British wholesale and retail company best known for its long-standing association with and sponsorship of the prestigious Booker literary prize.
  • D. Sorgente Group
    Sorgente Group is an international real estate investment and management company known for owning landmark historic properties.
  • E. Hylton Group
    Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
  • 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: LiveWire Group
Triple: [Harley-Davidson, hasSubsidiary, LiveWire Group]
Generated description
LiveWire Group is an electric motorcycle company spun off from Harley-Davidson, focused on developing and selling high-performance electric bikes and related technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LiveWire Group
Target entity description: LiveWire Group is an electric motorcycle company spun off from Harley-Davidson, focused on developing and selling high-performance electric bikes and related technologies.
  • A. Evergreen Group
    Evergreen Group is a Taiwan-based global conglomerate best known for its shipping, aviation, and logistics businesses.
  • B. VT Group
    VT Group is a British engineering and shipbuilding company known for designing and constructing advanced naval vessels and providing marine and defense support services.
  • C. Booker Group
    Booker Group is a British wholesale and retail company best known for its long-standing association with and sponsorship of the prestigious Booker literary prize.
  • D. Sorgente Group
    Sorgente Group is an international real estate investment and management company known for owning landmark historic properties.
  • E. Hylton Group
    Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
  • 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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd149c10c819098ff75f176972c8b completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17a5bb04819090b3156a9819b87d completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1aca9a5081909e3a1b810b61e19d completed March 9, 2026, 7:08 p.m.
NED2 Entity disambiguation (via description) batch_69af1b45a30c8190a3555fea9c03e343 completed March 9, 2026, 7:11 p.m.
Created at: March 6, 2026, 9:45 p.m.