Triple

T8055494
Position Surface form Disambiguated ID Type / Status
Subject Lotus Cars E187987 entity
Predicate subsidiary P258 FINISHED
Object Lotus Engineering
Lotus Engineering is the engineering and consultancy arm of Lotus, known for its expertise in lightweight automotive design, chassis dynamics, and performance engineering services for global clients.
 E187987 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: Lotus Engineering | Statement: [Lotus Cars, subsidiary, Lotus Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lotus Engineering
Context triple: [Lotus Cars, subsidiary, Lotus Engineering]
  • A. Lotus Cars
    Lotus Cars is a British sports car manufacturer renowned for its lightweight, high-performance vehicles and engineering innovation.
  • B. Lotus Development Corporation
    Lotus Development Corporation was a pioneering American software company best known for creating the influential spreadsheet program Lotus 1-2-3, which dominated the business software market in the 1980s.
  • C. McLaren Automotive
    McLaren Automotive is a British high-performance sports car and supercar manufacturer renowned for its Formula 1–derived engineering and cutting-edge design.
  • D. David Brown Engineering
    David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
  • E. Lotus F1 Team
    Lotus F1 Team was a British Formula One constructor and racing team that competed in the FIA Formula One World Championship in the early 2010s.
  • 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: Lotus Engineering
Triple: [Lotus Cars, subsidiary, Lotus Engineering]
Generated description
Lotus Engineering is the engineering and consultancy arm of Lotus, known for its expertise in lightweight automotive design, chassis dynamics, and performance engineering services for global clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lotus Engineering
Target entity description: Lotus Engineering is the engineering and consultancy arm of Lotus, known for its expertise in lightweight automotive design, chassis dynamics, and performance engineering services for global clients.
  • A. Lotus Cars chosen
    Lotus Cars is a British sports car manufacturer renowned for its lightweight, high-performance vehicles and engineering innovation.
  • B. Lotus Development Corporation
    Lotus Development Corporation was a pioneering American software company best known for creating the influential spreadsheet program Lotus 1-2-3, which dominated the business software market in the 1980s.
  • C. McLaren Automotive
    McLaren Automotive is a British high-performance sports car and supercar manufacturer renowned for its Formula 1–derived engineering and cutting-edge design.
  • D. David Brown Engineering
    David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
  • E. Lotus F1 Team
    Lotus F1 Team was a British Formula One constructor and racing team that competed in the FIA Formula One World Championship in the early 2010s.
  • 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fa16804819094926ff2ff053c80 completed March 31, 2026, 3:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63d2d5008190b768e7a8b910e460 completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651b4be08190ad76c70b1d617c1a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc664700dc819097d149931cf49673 completed April 1, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:25 p.m.