Triple
T13520884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mercedes-AMG GLC 63 |
E322891
|
entity |
| Predicate | transmission |
P4163
|
FINISHED |
| Object |
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.
|
E1044723
|
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 MCT automatic transmission | Statement: [Mercedes-AMG GLC 63, transmission, AMG SPEEDSHIFT MCT automatic transmission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AMG SPEEDSHIFT MCT automatic transmission Context triple: [Mercedes-AMG GLC 63, transmission, AMG SPEEDSHIFT MCT automatic transmission]
-
A.
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.
-
B.
Maybach OLVAR preselector gearbox
The Maybach OLVAR preselector gearbox is a German-designed, semi-automatic tank transmission system known for enabling smoother, quicker gear changes in World War II armored vehicles.
-
C.
4MATIC
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
D.
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.
-
E.
ZF 6-speed automatic
The ZF 6-speed automatic is a widely used, high-quality automatic transmission known for its smooth shifting and durability in performance and luxury vehicles.
- 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 MCT automatic transmission Triple: [Mercedes-AMG GLC 63, transmission, AMG SPEEDSHIFT MCT automatic transmission]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AMG SPEEDSHIFT MCT automatic transmission Target entity description: 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.
-
A.
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.
-
B.
Maybach OLVAR preselector gearbox
The Maybach OLVAR preselector gearbox is a German-designed, semi-automatic tank transmission system known for enabling smoother, quicker gear changes in World War II armored vehicles.
-
C.
4MATIC
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
D.
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.
-
E.
ZF 6-speed automatic
The ZF 6-speed automatic is a widely used, high-quality automatic transmission known for its smooth shifting and durability in performance and luxury vehicles.
- 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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafa3df0c8190804174695587f0ea |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7549a215c8190a0b18c505d8ca504 |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f755e7ad2c81908cdd2405c3f28d8b |
completed | May 3, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f756a24c248190867f2a3aa33bbac8 |
completed | May 3, 2026, 2:07 p.m. |
Created at: April 9, 2026, 9:44 p.m.