Triple

T5471851
Position Surface form Disambiguated ID Type / Status
Subject Mitsubishi Motors E122851 entity
Predicate developedTechnology P5334 FINISHED
Object INVECS automatic transmission
INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
 E523425 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: INVECS automatic transmission | Statement: [Mitsubishi Motors, developedTechnology, INVECS automatic transmission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: INVECS automatic transmission
Context triple: [Mitsubishi Motors, developedTechnology, INVECS automatic transmission]
  • A. Hydra-Matic automatic transmission
    The Hydra-Matic automatic transmission was one of the first mass-produced fully automatic automotive transmissions, developed by General Motors and widely used in mid-20th-century American cars.
  • B. ZF 6-speed automatic
    The ZF 6-speed automatic is a widely used, high-quality automatic transmission known for its smooth shifting and durability in performance and luxury vehicles.
  • C. 4MATIC
    4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
  • D. Haldex all-wheel-drive system
    The Haldex all-wheel-drive system is an electronically controlled, on-demand AWD technology widely used by various car manufacturers to improve traction and handling by dynamically distributing power between the front and rear wheels.
  • E. Integrated Drive Electronics
    Integrated Drive Electronics (IDE) is a standard interface for connecting storage devices like hard drives and optical drives to a computer’s motherboard, integrating the drive controller directly into the drive itself.
  • 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: INVECS automatic transmission
Triple: [Mitsubishi Motors, developedTechnology, INVECS automatic transmission]
Generated description
INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: INVECS automatic transmission
Target entity description: INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
  • A. Hydra-Matic automatic transmission
    The Hydra-Matic automatic transmission was one of the first mass-produced fully automatic automotive transmissions, developed by General Motors and widely used in mid-20th-century American cars.
  • B. ZF 6-speed automatic
    The ZF 6-speed automatic is a widely used, high-quality automatic transmission known for its smooth shifting and durability in performance and luxury vehicles.
  • C. 4MATIC
    4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
  • D. Haldex all-wheel-drive system
    The Haldex all-wheel-drive system is an electronically controlled, on-demand AWD technology widely used by various car manufacturers to improve traction and handling by dynamically distributing power between the front and rear wheels.
  • E. Integrated Drive Electronics
    Integrated Drive Electronics (IDE) is a standard interface for connecting storage devices like hard drives and optical drives to a computer’s motherboard, integrating the drive controller directly into the drive itself.
  • 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd922f66bc8190b7d47fd68d2fcf2e completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4895b77c819089629d2296a230bc completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4c43b8bc81908b28e1b8287400c7 completed March 22, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69bf4cadc9508190a901a6fe6702f1b7 completed March 22, 2026, 1:58 a.m.
Created at: March 20, 2026, 2:09 p.m.