Triple

T9256085
Position Surface form Disambiguated ID Type / Status
Subject Audi R8 E222446 entity
Predicate transmission P4163 FINISHED
Object 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.
 E789033 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: R tronic automated manual | Statement: [Audi R8, transmission, R tronic automated manual]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: R tronic automated manual
Context triple: [Audi R8, transmission, R tronic automated manual]
  • 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. INVECS automatic transmission
    INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
  • 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. 5MT
    5MT is the British Railways power classification denoting a mixed-traffic steam locomotive of medium power, famously applied to the LMS Black Five class.
  • 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: R tronic automated manual
Triple: [Audi R8, transmission, R tronic automated manual]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: R tronic automated manual
Target entity description: 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.
  • 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. INVECS automatic transmission
    INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
  • 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. 5MT
    5MT is the British Railways power classification denoting a mixed-traffic steam locomotive of medium power, famously applied to the LMS Black Five class.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b4e2048190af0d65b904677c36 completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09bde36688190bf66669f585dcee7 completed April 4, 2026, 5:04 a.m.
NEDg Description generation batch_69d09d5047e8819082dbb2e44547b41c completed April 4, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69d09dec544c819095e2109d5e1671d3 completed April 4, 2026, 5:13 a.m.
Created at: March 30, 2026, 7:32 p.m.