Triple
T16302679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skyactiv technology |
E395829
|
entity |
| Predicate | marketingNameFor |
P24366
|
FINISHED |
| Object |
Mazda powertrain technologies
Mazda powertrain technologies are a suite of highly efficient engines, transmissions, and related systems designed to improve fuel economy and performance while reducing emissions.
|
E1206192
|
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: Mazda powertrain technologies | Statement: [Skyactiv technology, marketingNameFor, Mazda powertrain technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mazda powertrain technologies Context triple: [Skyactiv technology, marketingNameFor, Mazda powertrain technologies]
-
A.
Mazda BP platform
The Mazda BP platform is Mazda's compact car architecture underpinning the latest generation of the Mazda3 and related models, designed to improve rigidity, safety, and driving dynamics.
-
B.
Mazda BM platform
The Mazda BM platform is Mazda's compact car architecture introduced in the early 2010s, underpinning the third-generation Mazda3 and related models with a focus on lightweight construction and improved driving dynamics.
-
C.
Mazda GE platform
The Mazda GE platform is an automotive chassis architecture developed by Mazda in the early 1990s for mid-size, front-wheel-drive coupes and sedans shared with Ford.
-
D.
Mazda BK platform
The Mazda BK platform is a compact car architecture used primarily for the Mazda3, developed in collaboration with Ford as part of a shared global small-car chassis program.
-
E.
Mazda BL platform
The Mazda BL platform is the second-generation compact car architecture developed by Mazda that underpins the Mazda3 and related models.
- 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: Mazda powertrain technologies Triple: [Skyactiv technology, marketingNameFor, Mazda powertrain technologies]
Generated description
Mazda powertrain technologies are a suite of highly efficient engines, transmissions, and related systems designed to improve fuel economy and performance while reducing emissions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mazda powertrain technologies Target entity description: Mazda powertrain technologies are a suite of highly efficient engines, transmissions, and related systems designed to improve fuel economy and performance while reducing emissions.
-
A.
Mazda BP platform
The Mazda BP platform is Mazda's compact car architecture underpinning the latest generation of the Mazda3 and related models, designed to improve rigidity, safety, and driving dynamics.
-
B.
Mazda BM platform
The Mazda BM platform is Mazda's compact car architecture introduced in the early 2010s, underpinning the third-generation Mazda3 and related models with a focus on lightweight construction and improved driving dynamics.
-
C.
Mazda GE platform
The Mazda GE platform is an automotive chassis architecture developed by Mazda in the early 1990s for mid-size, front-wheel-drive coupes and sedans shared with Ford.
-
D.
Mazda BK platform
The Mazda BK platform is a compact car architecture used primarily for the Mazda3, developed in collaboration with Ford as part of a shared global small-car chassis program.
-
E.
Mazda BL platform
The Mazda BL platform is the second-generation compact car architecture developed by Mazda that underpins the Mazda3 and related models.
- 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_6a001fa16e3c81908a92225b5b57d711 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a00219696dc8190bcce66c1eeb07561 |
completed | May 10, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.