Triple
T16302660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skyactiv technology |
E395829
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Skyactiv-Chassis
Skyactiv-Chassis is Mazda’s lightweight, high-rigidity vehicle platform designed to improve handling, safety, and fuel efficiency as part of its Skyactiv engineering suite.
|
E727431
|
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-Chassis | Statement: [Skyactiv technology, hasPart, Skyactiv-Chassis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skyactiv-Chassis Context triple: [Skyactiv technology, hasPart, Skyactiv-Chassis]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Skyactiv-Body platform (third generation)
The Skyactiv-Body platform (third generation) is Mazda’s lightweight, high-rigidity vehicle architecture designed to improve safety, handling, and fuel efficiency in models like the Mazda6.
-
E.
Supaéro
Supaéro is a leading French grande école and engineering institution specializing in aerospace engineering and related fields.
- 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-Chassis Triple: [Skyactiv technology, hasPart, Skyactiv-Chassis]
Generated description
Skyactiv-Chassis is Mazda’s lightweight, high-rigidity vehicle platform designed to improve handling, safety, and fuel efficiency as part of its Skyactiv engineering suite.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skyactiv-Chassis Target entity description: Skyactiv-Chassis is Mazda’s lightweight, high-rigidity vehicle platform designed to improve handling, safety, and fuel efficiency as part of its Skyactiv engineering suite.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Skyactiv-Body platform (third generation)
chosen
The Skyactiv-Body platform (third generation) is Mazda’s lightweight, high-rigidity vehicle architecture designed to improve safety, handling, and fuel efficiency in models like the Mazda6.
-
E.
Supaéro
Supaéro is a leading French grande école and engineering institution specializing in aerospace engineering and related fields.
- 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_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.