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.