Triple

T3707027
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz CLS E80917 entity
Predicate basedOn P98 FINISHED
Object Mercedes-Benz E-Class platform
The Mercedes-Benz E-Class platform is a mid-size luxury vehicle architecture used as the technical foundation for various Mercedes-Benz models, providing a balance of comfort, performance, and advanced technology.
E382849 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 E-Class platform | Statement: [Mercedes-Benz CLS, basedOn, Mercedes-Benz E-Class platform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz E-Class platform
Context triple: [Mercedes-Benz CLS, basedOn, Mercedes-Benz E-Class platform]
  • A. 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.
  • B. Mercedes-Benz EVA platform
    The Mercedes-Benz EVA platform is a dedicated electric vehicle architecture developed by Mercedes-Benz for its large luxury EV models, enabling long range, high performance, and advanced technology integration.
  • C. 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.
  • D. 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.
  • E. Mercedes-Benz W154
    The Mercedes-Benz W154 was a dominant late-1930s Grand Prix racing car, famed as one of the legendary German "Silver Arrows" for its speed, engineering innovation, and racing success.
  • 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 E-Class platform
Triple: [Mercedes-Benz CLS, basedOn, Mercedes-Benz E-Class platform]
Generated description
The Mercedes-Benz E-Class platform is a mid-size luxury vehicle architecture used as the technical foundation for various Mercedes-Benz models, providing a balance of comfort, performance, and advanced technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz E-Class platform
Target entity description: The Mercedes-Benz E-Class platform is a mid-size luxury vehicle architecture used as the technical foundation for various Mercedes-Benz models, providing a balance of comfort, performance, and advanced technology.
  • A. 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.
  • B. Mercedes-Benz EVA platform
    The Mercedes-Benz EVA platform is a dedicated electric vehicle architecture developed by Mercedes-Benz for its large luxury EV models, enabling long range, high performance, and advanced technology integration.
  • C. 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.
  • D. 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.
  • E. Mercedes-Benz W154
    The Mercedes-Benz W154 was a dominant late-1930s Grand Prix racing car, famed as one of the legendary German "Silver Arrows" for its speed, engineering innovation, and racing success.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc57edd748190a006e15fa0248679 completed March 8, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0216bc8190b44d2950b7cb24c3 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d1c2a384819090520b42574d6db5 completed March 14, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4d272436081909ace50a69524c672 completed March 14, 2026, 3:13 a.m.
Created at: March 8, 2026, 3:33 p.m.