Triple

T2977942
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz CLA E80442 entity
Predicate platform P1292 FINISHED
Object 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.
E316549 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: Mercedes-Benz MFA platform | Statement: [Mercedes-Benz CLA, platform, Mercedes-Benz MFA platform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz MFA platform
Context triple: [Mercedes-Benz CLA, platform, Mercedes-Benz MFA platform]
  • A. Volkswagen Group MQB platform
    The Volkswagen Group MQB platform is a modular, transverse-engine vehicle architecture used across numerous VW Group models to streamline production, reduce costs, and share components.
  • B. BMW CLAR platform
    The BMW CLAR platform is BMW’s modular rear- and all-wheel-drive vehicle architecture that underpins many of its modern mid-size to full-size models, enabling flexible use of combustion, hybrid, and electric powertrains.
  • C. Ford Panther platform
    The Ford Panther platform is a full-size, rear-wheel-drive, body-on-frame automobile architecture used by Ford Motor Company for large sedans such as the Ford Crown Victoria, Mercury Grand Marquis, and Lincoln Town Car.
  • D. Volkswagen Group A platform
    The Volkswagen Group A platform is a shared front-engine, front-wheel-drive automotive architecture used across multiple compact car models produced by the Volkswagen Group.
  • E. Mercedes-AMG C 43
    The Mercedes-AMG C 43 is a high-performance, AMG-tuned version of the Mercedes-Benz C-Class, featuring a powerful engine, sport-focused handling, and upgraded styling and technology.
  • 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: Mercedes-Benz MFA platform
Triple: [Mercedes-Benz CLA, platform, Mercedes-Benz MFA platform]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz MFA platform
Target entity description: 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.
  • A. Volkswagen Group MQB platform
    The Volkswagen Group MQB platform is a modular, transverse-engine vehicle architecture used across numerous VW Group models to streamline production, reduce costs, and share components.
  • B. BMW CLAR platform
    The BMW CLAR platform is BMW’s modular rear- and all-wheel-drive vehicle architecture that underpins many of its modern mid-size to full-size models, enabling flexible use of combustion, hybrid, and electric powertrains.
  • C. Ford Panther platform
    The Ford Panther platform is a full-size, rear-wheel-drive, body-on-frame automobile architecture used by Ford Motor Company for large sedans such as the Ford Crown Victoria, Mercury Grand Marquis, and Lincoln Town Car.
  • D. Volkswagen Group A platform
    The Volkswagen Group A platform is a shared front-engine, front-wheel-drive automotive architecture used across multiple compact car models produced by the Volkswagen Group.
  • E. Mercedes-AMG C 43
    The Mercedes-AMG C 43 is a high-performance, AMG-tuned version of the Mercedes-Benz C-Class, featuring a powerful engine, sport-focused handling, and upgraded styling and technology.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad999b0d50819093dac7678b887a9b completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ecef788190ad40dba81f1036c6 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b1095e85e48190abda38be8ad45599 completed March 11, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69b10d2d99ac8190909dd37ccffa4820 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:58 p.m.