Triple
T13228195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mercedes-AMG C 43 |
E314934
|
entity |
| Predicate | transmissionBrand |
P86244
|
FINISHED |
| Object |
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.
|
E1028067
|
NE FINISHED |
How this triple was built (5 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: 9G-TRONIC | Statement: [Mercedes-AMG C 43, transmissionBrand, 9G-TRONIC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 9G-TRONIC Context triple: [Mercedes-AMG C 43, transmissionBrand, 9G-TRONIC]
-
A.
R tronic automated manual
The R tronic automated manual is Audi’s single-clutch, paddle-shift gearbox used in the R8, designed to offer rapid gear changes with an automated clutch for a more performance-oriented driving experience.
-
B.
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.
-
C.
4MATIC
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
D.
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.
-
E.
DSG
DSG is an IHE IT Infrastructure profile that defines standards-based mechanisms for grouping, managing, and sharing related healthcare documents as a single set.
- 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: 9G-TRONIC Triple: [Mercedes-AMG C 43, transmissionBrand, 9G-TRONIC]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 9G-TRONIC Target entity description: 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.
-
A.
R tronic automated manual
The R tronic automated manual is Audi’s single-clutch, paddle-shift gearbox used in the R8, designed to offer rapid gear changes with an automated clutch for a more performance-oriented driving experience.
-
B.
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.
-
C.
4MATIC
4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
-
D.
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.
-
E.
DSG
DSG is an IHE IT Infrastructure profile that defines standards-based mechanisms for grouping, managing, and sharing related healthcare documents as a single set.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transmissionBrand Context triple: [Mercedes-AMG C 43, transmissionBrand, 9G-TRONIC]
-
A.
automatedTransmissionBrand
chosen
Indicates the brand or manufacturer associated with an automated transmission.
-
B.
transmissionModel
Indicates the mechanism or pattern by which something (such as information, disease, or signals) is passed or conveyed from one entity or location to another.
-
C.
transmissionType
Indicates the method or medium through which something is transmitted or conveyed from one entity to another.
-
D.
engineBrand
Indicates that one entity is the brand or manufacturer of the engine used by another entity.
-
E.
usesTransportBrand
Indicates that one entity makes use of a transportation service, vehicle, or system associated with a specific brand.
- F. None of above.
Provenance (6 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d3232d48190a3c792b025c596a6 |
completed | April 10, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff2a4b0c8190a853a1f6f4d1cbaf |
completed | May 3, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69f70099f98081909877392c9ec49766 |
completed | May 3, 2026, 8 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f702620bc881909d4348fd2c709232 |
completed | May 3, 2026, 8:08 a.m. |
| PD | Predicate disambiguation | batch_69d98bcb21648190aef241de1e7887e2 |
completed | April 10, 2026, 11:46 p.m. |
Created at: April 9, 2026, 9:21 p.m.