Triple

T16302658
Position Surface form Disambiguated ID Type / Status
Subject Skyactiv technology E395829 entity
Predicate hasPart P35 FINISHED
Object Skyactiv-MT transmission
The Skyactiv-MT transmission is Mazda’s lightweight, fuel-efficient manual gearbox designed for quick, precise shifting and improved driving dynamics in its Skyactiv-based vehicles.
E1206798 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: Skyactiv-MT transmission | Statement: [Skyactiv technology, hasPart, Skyactiv-MT transmission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skyactiv-MT transmission
Context triple: [Skyactiv technology, hasPart, Skyactiv-MT transmission]
  • A. Skyactiv-Drive transmission
    The Skyactiv-Drive transmission is Mazda’s in-house automatic gearbox that combines the efficiency of a dual-clutch system with the smoothness of a traditional torque-converter automatic as part of its Skyactiv powertrain lineup.
  • B. Skyactiv-D engine
    The Skyactiv-D engine is Mazda’s line of highly efficient, low-compression turbocharged diesel engines designed to deliver strong torque, reduced emissions, and improved fuel economy.
  • C. Skyactiv-G engine
    The Skyactiv-G engine is Mazda's line of high-efficiency gasoline engines designed to deliver improved fuel economy and performance through advanced combustion and lightweight engineering.
  • D. Skyactiv technology
    Skyactiv technology is Mazda’s suite of fuel-efficient, performance-oriented engine, transmission, and vehicle design innovations aimed at improving driving dynamics and reducing emissions.
  • E. 5MT
    5MT is the British Railways power classification denoting a mixed-traffic steam locomotive of medium power, famously applied to the LMS Black Five class.
  • 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: Skyactiv-MT transmission
Triple: [Skyactiv technology, hasPart, Skyactiv-MT transmission]
Generated description
The Skyactiv-MT transmission is Mazda’s lightweight, fuel-efficient manual gearbox designed for quick, precise shifting and improved driving dynamics in its Skyactiv-based vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skyactiv-MT transmission
Target entity description: The Skyactiv-MT transmission is Mazda’s lightweight, fuel-efficient manual gearbox designed for quick, precise shifting and improved driving dynamics in its Skyactiv-based vehicles.
  • A. Skyactiv-Drive transmission
    The Skyactiv-Drive transmission is Mazda’s in-house automatic gearbox that combines the efficiency of a dual-clutch system with the smoothness of a traditional torque-converter automatic as part of its Skyactiv powertrain lineup.
  • B. Skyactiv-D engine
    The Skyactiv-D engine is Mazda’s line of highly efficient, low-compression turbocharged diesel engines designed to deliver strong torque, reduced emissions, and improved fuel economy.
  • C. Skyactiv-G engine
    The Skyactiv-G engine is Mazda's line of high-efficiency gasoline engines designed to deliver improved fuel economy and performance through advanced combustion and lightweight engineering.
  • D. Skyactiv technology
    Skyactiv technology is Mazda’s suite of fuel-efficient, performance-oriented engine, transmission, and vehicle design innovations aimed at improving driving dynamics and reducing emissions.
  • E. 5MT
    5MT is the British Railways power classification denoting a mixed-traffic steam locomotive of medium power, famously applied to the LMS Black Five class.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e3404288190a7106d62c15c3193 completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00260151908190b83f700a1c7c6419 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0026b6554481909ee5a4de41293d90 completed May 10, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a002750c490819082db2044b6a89eaa completed May 10, 2026, 6:36 a.m.
Created at: April 10, 2026, 5:06 a.m.