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.