Triple

T8350322
Position Surface form Disambiguated ID Type / Status
Subject Mazda6 E196141 entity
Predicate platform P1292 FINISHED
Object Skyactiv-Body platform (third generation)
The Skyactiv-Body platform (third generation) is Mazda’s lightweight, high-rigidity vehicle architecture designed to improve safety, handling, and fuel efficiency in models like the Mazda6.
E727431 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: Skyactiv-Body platform (third generation) | Statement: [Mazda6, platform, Skyactiv-Body platform (third generation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skyactiv-Body platform (third generation)
Context triple: [Mazda6, platform, Skyactiv-Body platform (third generation)]
  • A. Skyactiv technology
    Skyactiv technology is Mazda’s suite of fuel-efficient, performance-oriented engine, transmission, and vehicle design innovations aimed at improving driving dynamics and reducing emissions.
  • B. Skyactiv-G engine
    The Skyactiv-G engine is Mazda's line of high-efficiency gasoline engines designed to deliver improved fuel economy and performance through advanced combustion and lightweight engineering.
  • C. PSA PF3 platform
    The PSA PF3 platform is a large front-wheel-drive automobile architecture developed by PSA Peugeot Citroën for its mid-size and large family cars.
  • D. Mercedes-Benz MFA platform
    The Mercedes-Benz MFA platform is a modular front-wheel-drive architecture used by Mercedes-Benz for its compact and entry-level models, enabling shared components and flexible vehicle design.
  • E. F-body platform
    The F-body platform is General Motors’ rear-wheel-drive chassis architecture best known for underpinning multiple generations of the Chevrolet Camaro and Pontiac Firebird pony cars.
  • 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: Skyactiv-Body platform (third generation)
Triple: [Mazda6, platform, Skyactiv-Body platform (third generation)]
Generated description
The Skyactiv-Body platform (third generation) is Mazda’s lightweight, high-rigidity vehicle architecture designed to improve safety, handling, and fuel efficiency in models like the Mazda6.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skyactiv-Body platform (third generation)
Target entity description: The Skyactiv-Body platform (third generation) is Mazda’s lightweight, high-rigidity vehicle architecture designed to improve safety, handling, and fuel efficiency in models like the Mazda6.
  • A. Skyactiv technology
    Skyactiv technology is Mazda’s suite of fuel-efficient, performance-oriented engine, transmission, and vehicle design innovations aimed at improving driving dynamics and reducing emissions.
  • B. Skyactiv-G engine
    The Skyactiv-G engine is Mazda's line of high-efficiency gasoline engines designed to deliver improved fuel economy and performance through advanced combustion and lightweight engineering.
  • C. PSA PF3 platform
    The PSA PF3 platform is a large front-wheel-drive automobile architecture developed by PSA Peugeot Citroën for its mid-size and large family cars.
  • D. Mercedes-Benz MFA platform
    The Mercedes-Benz MFA platform is a modular front-wheel-drive architecture used by Mercedes-Benz for its compact and entry-level models, enabling shared components and flexible vehicle design.
  • E. F-body platform
    The F-body platform is General Motors’ rear-wheel-drive chassis architecture best known for underpinning multiple generations of the Chevrolet Camaro and Pontiac Firebird pony cars.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80181ca48190bbf2e6a6aae80d69 completed March 31, 2026, 8:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc74e11f881908b52d0ffea751c96 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc86626c8190a4206feedea24b41 completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcde02e088190be8220f7d18d6700 completed April 2, 2026, 2:01 a.m.
Created at: March 30, 2026, 5:59 p.m.