Triple

T9234877
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz GLS E221910 entity
Predicate offersVariant P455 FINISHED
Object Mercedes-AMG GLS 63
The Mercedes-AMG GLS 63 is a high-performance, full-size luxury SUV tuned by AMG, featuring powerful engines, sport-oriented dynamics, and upscale amenities.
E791169 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-AMG GLS 63 | Statement: [Mercedes-Benz GLS, offersVariant, Mercedes-AMG GLS 63]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-AMG GLS 63
Context triple: [Mercedes-Benz GLS, offersVariant, Mercedes-AMG GLS 63]
  • A. Mercedes-AMG GLE 63
    The Mercedes-AMG GLE 63 is a high-performance luxury SUV that combines the practicality of the GLE with AMG-tuned power, sportier styling, and advanced performance technology.
  • B. Mercedes-AMG G 63
    The Mercedes-AMG G 63 is a high-performance, luxury off-road SUV that combines the iconic boxy G-Class design with a powerful AMG-tuned engine and sport-oriented features.
  • C. Mercedes-AMG GLC 63
    The Mercedes-AMG GLC 63 is a high-performance, V8-powered compact luxury SUV developed by Mercedes-AMG, known for its powerful acceleration, sporty handling, and upscale features.
  • D. Mercedes-AMG CLS 63
    The Mercedes-AMG CLS 63 is a high-performance, AMG-tuned version of Mercedes-Benz’s four-door coupé, known for its powerful engine, sporty handling, and luxurious features.
  • E. Mercedes-Benz GLS
    The Mercedes-Benz GLS is a full-size luxury SUV known for its spacious three-row interior, advanced technology, and refined performance as the flagship SUV in Mercedes-Benz’s lineup.
  • 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-AMG GLS 63
Triple: [Mercedes-Benz GLS, offersVariant, Mercedes-AMG GLS 63]
Generated description
The Mercedes-AMG GLS 63 is a high-performance, full-size luxury SUV tuned by AMG, featuring powerful engines, sport-oriented dynamics, and upscale amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-AMG GLS 63
Target entity description: The Mercedes-AMG GLS 63 is a high-performance, full-size luxury SUV tuned by AMG, featuring powerful engines, sport-oriented dynamics, and upscale amenities.
  • A. Mercedes-AMG GLE 63
    The Mercedes-AMG GLE 63 is a high-performance luxury SUV that combines the practicality of the GLE with AMG-tuned power, sportier styling, and advanced performance technology.
  • B. Mercedes-AMG G 63
    The Mercedes-AMG G 63 is a high-performance, luxury off-road SUV that combines the iconic boxy G-Class design with a powerful AMG-tuned engine and sport-oriented features.
  • C. Mercedes-AMG GLC 63
    The Mercedes-AMG GLC 63 is a high-performance, V8-powered compact luxury SUV developed by Mercedes-AMG, known for its powerful acceleration, sporty handling, and upscale features.
  • D. Mercedes-AMG CLS 63
    The Mercedes-AMG CLS 63 is a high-performance, AMG-tuned version of Mercedes-Benz’s four-door coupé, known for its powerful engine, sporty handling, and luxurious features.
  • E. Mercedes-Benz GLS
    The Mercedes-Benz GLS is a full-size luxury SUV known for its spacious three-row interior, advanced technology, and refined performance as the flagship SUV in Mercedes-Benz’s lineup.
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccee1cca0c8190bf587f54236c9e45 completed April 1, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0c71e206c8190bcc0b7cee01fc765 completed April 4, 2026, 8:09 a.m.
NEDg Description generation batch_69d0c86e7ac4819091e25484ff0bc128 completed April 4, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69d0c94d90008190af8c646e5051c741 completed April 4, 2026, 8:18 a.m.
Created at: March 30, 2026, 7:29 p.m.