Triple
T14128164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mercedes-AMG S 65 |
E340087
|
entity |
| Predicate | transmission |
P4163
|
FINISHED |
| Object |
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.
|
E1082216
|
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: AMG SPEEDSHIFT PLUS 7G-TRONIC | Statement: [Mercedes-AMG S 65, transmission, AMG SPEEDSHIFT PLUS 7G-TRONIC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AMG SPEEDSHIFT PLUS 7G-TRONIC Context triple: [Mercedes-AMG S 65, transmission, AMG SPEEDSHIFT PLUS 7G-TRONIC]
-
A.
AMG SPEEDSHIFT MCT automatic transmission
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.
9G-TRONIC
9G-TRONIC is Mercedes-Benz’s nine-speed automatic transmission system designed to deliver smooth, efficient, and responsive gear shifts across a wide range of driving conditions.
-
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.
4MATIC
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
E.
Porsche Ceramic Composite Clutch
The Porsche Ceramic Composite Clutch is a high-performance, lightweight ceramic clutch system engineered to handle extreme power and heat loads in Porsche supercars like the Carrera GT.
- 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: AMG SPEEDSHIFT PLUS 7G-TRONIC Triple: [Mercedes-AMG S 65, transmission, AMG SPEEDSHIFT PLUS 7G-TRONIC]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AMG SPEEDSHIFT PLUS 7G-TRONIC Target entity description: 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.
-
A.
AMG SPEEDSHIFT MCT automatic transmission
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.
9G-TRONIC
9G-TRONIC is Mercedes-Benz’s nine-speed automatic transmission system designed to deliver smooth, efficient, and responsive gear shifts across a wide range of driving conditions.
-
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.
4MATIC
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
E.
Porsche Ceramic Composite Clutch
The Porsche Ceramic Composite Clutch is a high-performance, lightweight ceramic clutch system engineered to handle extreme power and heat loads in Porsche supercars like the Carrera GT.
- 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_69d81c6a95b481909e39111e0c1f31ee |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de6098013c8190b1bac9d3fff60acd |
completed | April 14, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcdf0ed0a88190a7126887364fccdd |
completed | May 7, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69fce0cc78e881909090ac42a97ebb12 |
completed | May 7, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fce1f53a8881909fd1258729a9879d |
completed | May 7, 2026, 7:03 p.m. |
Created at: April 9, 2026, 10:22 p.m.