Triple

T16065984
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-AMG CLS 63 E389731 entity
Predicate transmission P4163 FINISHED
Object AMG SPEEDSHIFT automatic E1044723 NE FINISHED

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 automatic | Statement: [Mercedes-AMG CLS 63, transmission, AMG SPEEDSHIFT automatic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMG SPEEDSHIFT automatic
Context triple: [Mercedes-AMG CLS 63, transmission, AMG SPEEDSHIFT automatic]
  • 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. 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.
  • D. AMG Performance 4MATIC+
    AMG Performance 4MATIC+ is Mercedes-AMG’s high-performance, fully variable all-wheel-drive system designed to optimize traction, handling, and driving dynamics in powerful AMG models.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1837ca628819081dfc439fe322d58 completed April 17, 2026, 12:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe47ef6648190bf1fe216e78ef660 completed May 10, 2026, 1:50 a.m.
Created at: April 10, 2026, 4:57 a.m.