Triple
T18229248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mercedes-AMG safety car |
E436498
|
entity |
| Predicate | transmission |
P4163
|
FINISHED |
| Object | AMG SPEEDSHIFT dual-clutch transmission (various models) |
—
|
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: AMG SPEEDSHIFT dual-clutch transmission (various models) | Statement: [Mercedes-AMG safety car, transmission, AMG SPEEDSHIFT dual-clutch transmission (various models)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AMG SPEEDSHIFT dual-clutch transmission (various models) Context triple: [Mercedes-AMG safety car, transmission, AMG SPEEDSHIFT dual-clutch transmission (various models)]
-
A.
AMG SPEEDSHIFT MCT automatic transmission
chosen
The AMG SPEEDSHIFT MCT automatic transmission is a high-performance, multi-clutch gearbox developed by Mercedes-AMG to deliver rapid gear changes and enhanced driving dynamics in its sports-oriented models.
-
B.
AMG SPEEDSHIFT PLUS 7G-TRONIC
AMG SPEEDSHIFT PLUS 7G-TRONIC is a high-performance 7-speed automatic transmission developed by Mercedes-AMG, designed for rapid gear changes and enhanced driving dynamics in powerful AMG models.
-
C.
Porsche Doppelkupplung (PDK) dual‑clutch transmission
The Porsche Doppelkupplung (PDK) dual‑clutch transmission is Porsche’s high-performance, quick-shifting automated gearbox that uses two clutches to deliver seamless gear changes and improved acceleration and efficiency in its sports cars.
-
D.
Honda Dual Clutch Transmission
The Honda Dual Clutch Transmission is an advanced, electronically controlled automatic gearbox for motorcycles that uses two clutches to enable rapid, seamless gear changes without a manual clutch lever.
-
E.
S tronic dual-clutch automatic transmission
The S tronic dual-clutch automatic transmission is Audi’s quick-shifting, performance-oriented gearbox that combines the efficiency of a manual with the convenience of an automatic.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4b1b2108190a5585bbfaf2d295b |
completed | April 19, 2026, 3:28 p.m. |
Created at: April 10, 2026, 10:33 a.m.