Triple
T23001340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota MC platform |
E572639
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object | Toyota New Global Architecture |
—
|
NE NERFINISHED |
How this triple was built (2 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: Toyota New Global Architecture | Statement: [Toyota MC platform, successor, Toyota New Global Architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota New Global Architecture Context triple: [Toyota MC platform, successor, Toyota New Global Architecture]
-
A.
Toyota New Global Architecture (TNGA) (recent generations)
chosen
Toyota New Global Architecture (TNGA) is Toyota’s modular vehicle platform strategy that underpins many of its recent models, improving structural rigidity, driving dynamics, efficiency, and production flexibility.
-
B.
Renault–Nissan–Mitsubishi Alliance platform strategy
The Renault–Nissan–Mitsubishi Alliance platform strategy is a shared vehicle architecture and component approach designed to streamline development, reduce costs, and enable cross-brand model production across the three automakers.
-
C.
BMW LifeDrive architecture
BMW LifeDrive architecture is a lightweight vehicle platform that combines a carbon-fiber passenger cell with an aluminum chassis, developed by BMW primarily for its electric i3 model to optimize efficiency, safety, and interior space.
-
D.
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.
-
E.
Toyota Safety Sense driver-assistance suite
The Toyota Safety Sense driver-assistance suite is a package of advanced safety technologies—such as automatic emergency braking, lane-keeping assistance, and adaptive cruise control—designed to help prevent or mitigate collisions and enhance driver awareness.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b6a3ac81908087599eefe3e365 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18352bcf48190bd474eff69b3465b |
completed | April 29, 2026, 4:04 a.m. |
Created at: April 17, 2026, 3:50 p.m.