Triple
T16332120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mazda CX-30 |
E396579
|
entity |
| Predicate | notableFeature |
P105
|
FINISHED |
| Object |
Mazda i-Activsense safety suite
The Mazda i-Activsense safety suite is a collection of advanced driver-assistance technologies designed to enhance driver awareness, prevent collisions, and reduce the severity of accidents.
|
E1207883
|
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 i-Activsense safety suite | Statement: [Mazda CX-30, notableFeature, Mazda i-Activsense safety suite]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mazda i-Activsense safety suite Context triple: [Mazda CX-30, notableFeature, Mazda i-Activsense safety suite]
-
A.
Mazda Efficient Dynamics
Mazda Efficient Dynamics is Mazda’s suite of fuel-saving and performance-enhancing technologies that preceded and informed its later Skyactiv engineering approach.
-
B.
Mazda Connect
Mazda Connect is Mazda’s in-car infotainment and connectivity platform that integrates navigation, media, communication, and vehicle settings through a central display and controller interface.
-
C.
Lexus Safety System+ driver assistance suite
The Lexus Safety System+ driver assistance suite is an integrated package of advanced safety and driver-assist technologies designed to help prevent or mitigate collisions and enhance overall driving security.
-
D.
Honda Sensing suite
The Honda Sensing suite is an advanced driver-assistance package that includes features like adaptive cruise control, lane-keeping assistance, and collision mitigation braking to enhance safety and reduce driver workload.
-
E.
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.
- 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 i-Activsense safety suite Triple: [Mazda CX-30, notableFeature, Mazda i-Activsense safety suite]
Generated description
The Mazda i-Activsense safety suite is a collection of advanced driver-assistance technologies designed to enhance driver awareness, prevent collisions, and reduce the severity of accidents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mazda i-Activsense safety suite Target entity description: The Mazda i-Activsense safety suite is a collection of advanced driver-assistance technologies designed to enhance driver awareness, prevent collisions, and reduce the severity of accidents.
-
A.
Mazda Efficient Dynamics
Mazda Efficient Dynamics is Mazda’s suite of fuel-saving and performance-enhancing technologies that preceded and informed its later Skyactiv engineering approach.
-
B.
Mazda Connect
Mazda Connect is Mazda’s in-car infotainment and connectivity platform that integrates navigation, media, communication, and vehicle settings through a central display and controller interface.
-
C.
Mazda Skyactiv platform
The Mazda Skyactiv platform is Mazda’s lightweight, high-rigidity vehicle architecture designed to improve fuel efficiency, safety, and driving dynamics across its modern model lineup.
-
D.
Lexus Safety System+ driver assistance suite
The Lexus Safety System+ driver assistance suite is an integrated package of advanced safety and driver-assist technologies designed to help prevent or mitigate collisions and enhance overall driving security.
-
E.
Honda Sensing suite
The Honda Sensing suite is an advanced driver-assistance package that includes features like adaptive cruise control, lane-keeping assistance, and collision mitigation braking to enhance safety and reduce driver workload.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4e0b1388190824b286e8452fb32 |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002613c0e88190b91da8eba683c864 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0027854ce48190ad3fb09ecd7e2b9e |
completed | May 10, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0029f138d88190bf240ca524d9ad0a |
completed | May 10, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:07 a.m.