Triple

T3707035
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz CLS E80917 entity
Predicate predecessorInConcept P50919 FINISHED
Object Mercedes-Benz CLS Vision concept car
The Mercedes-Benz CLS Vision concept car is a design study that previewed the styling and four-door coupé concept later realized in the production Mercedes-Benz CLS.
E382853 NE FINISHED

How this triple was built (5 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 CLS Vision concept car | Statement: [Mercedes-Benz CLS, predecessorInConcept, Mercedes-Benz CLS Vision concept car]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz CLS Vision concept car
Context triple: [Mercedes-Benz CLS, predecessorInConcept, Mercedes-Benz CLS Vision concept car]
  • A. Mercedes-Benz CLA-Class
    The Mercedes-Benz CLA-Class is a compact luxury sedan known for its sleek coupe-like styling, premium interior, and advanced technology features.
  • B. Mercedes-Benz SL 63 AMG
    The Mercedes-Benz SL 63 AMG is a high-performance, AMG-tuned luxury roadster known for its powerful V8 engine, advanced technology, and blend of grand-touring comfort with sports-car dynamics.
  • C. Mercedes-Benz SL 65 AMG
    The Mercedes-Benz SL 65 AMG is a high-performance, V12-powered luxury roadster developed by Mercedes-AMG as the range-topping variant of the SL-Class.
  • D. 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.
  • E. Mercedes-Benz SL 55 AMG
    The Mercedes-Benz SL 55 AMG is a high-performance, AMG-tuned luxury roadster renowned for its powerful V8 engine, refined handling, and advanced technology within the SL-Class 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-Benz CLS Vision concept car
Triple: [Mercedes-Benz CLS, predecessorInConcept, Mercedes-Benz CLS Vision concept car]
Generated description
The Mercedes-Benz CLS Vision concept car is a design study that previewed the styling and four-door coupé concept later realized in the production Mercedes-Benz CLS.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz CLS Vision concept car
Target entity description: The Mercedes-Benz CLS Vision concept car is a design study that previewed the styling and four-door coupé concept later realized in the production Mercedes-Benz CLS.
  • A. Mercedes-Benz CLA-Class
    The Mercedes-Benz CLA-Class is a compact luxury sedan known for its sleek coupe-like styling, premium interior, and advanced technology features.
  • B. Mercedes-Benz SL 63 AMG
    The Mercedes-Benz SL 63 AMG is a high-performance, AMG-tuned luxury roadster known for its powerful V8 engine, advanced technology, and blend of grand-touring comfort with sports-car dynamics.
  • C. Mercedes-Benz SL 65 AMG
    The Mercedes-Benz SL 65 AMG is a high-performance, V12-powered luxury roadster developed by Mercedes-AMG as the range-topping variant of the SL-Class.
  • D. 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.
  • E. Mercedes-Benz SL 55 AMG
    The Mercedes-Benz SL 55 AMG is a high-performance, AMG-tuned luxury roadster renowned for its powerful V8 engine, refined handling, and advanced technology within the SL-Class lineup.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: predecessorInConcept
Context triple: [Mercedes-Benz CLS, predecessorInConcept, Mercedes-Benz CLS Vision concept car]
  • A. predecessor
    Indicates that one entity comes before another in an ordered sequence or succession.
  • B. successorConcept
    Indicates that one concept directly follows and replaces another in a sequence, versioning, or conceptual progression.
  • C. predecessorFamily
    Indicates that one family is the earlier or ancestral family from which another family descends or follows.
  • D. predecessorName
    Indicates that the value is the name of an entity that directly precedes another in an ordered sequence or lineage.
  • E. predecessorInRole
    Indicates that one entity previously held a particular role or position that was later occupied by another entity.
  • F. None of above. chosen

Provenance (7 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.
PD Predicate disambiguation batch_69adc041a8608190a2d543dab6d2ef6c completed March 8, 2026, 6:30 p.m.
PDg Predicate description generation batch_69adc133ef50819094c2b971f31f1615 completed March 8, 2026, 6:34 p.m.
Created at: March 8, 2026, 3:33 p.m.