Triple

T2977965
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz CLA E80442 entity
Predicate performanceVariant P4680 FINISHED
Object Mercedes-AMG CLA 45
The Mercedes-AMG CLA 45 is a high-performance compact luxury sedan from Mercedes’ AMG division, known for its powerful turbocharged engine, sporty handling, and aggressive styling.
 E316530 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 CLA 45 | Statement: [Mercedes-Benz CLA, performanceVariant, Mercedes-AMG CLA 45]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mercedes-AMG CLA 45
Context triple: [Mercedes-Benz CLA, performanceVariant, Mercedes-AMG CLA 45]
  • A. 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.
  • B. 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.
  • C. Mercedes-AMG GLC 43
    The Mercedes-AMG GLC 43 is a high-performance, AMG-tuned compact luxury SUV that combines a powerful engine with sport-oriented handling and upscale features.
  • D. Mercedes-AMG C 63
    The Mercedes-AMG C 63 is a high-performance, AMG-tuned version of the Mercedes-Benz C-Class, known for its powerful engine, sport-focused handling, and luxury features.
  • E. 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.
  • 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 CLA 45
Triple: [Mercedes-Benz CLA, performanceVariant, Mercedes-AMG CLA 45]
Generated description
The Mercedes-AMG CLA 45 is a high-performance compact luxury sedan from Mercedes’ AMG division, known for its powerful turbocharged engine, sporty handling, and aggressive styling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mercedes-AMG CLA 45
Target entity description: The Mercedes-AMG CLA 45 is a high-performance compact luxury sedan from Mercedes’ AMG division, known for its powerful turbocharged engine, sporty handling, and aggressive styling.
  • A. 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.
  • B. Mercedes-Benz CLA-Class chosen
    The Mercedes-Benz CLA-Class is a compact luxury sedan known for its sleek coupe-like styling, premium interior, and advanced technology features.
  • C. Mercedes-AMG GLC 43
    The Mercedes-AMG GLC 43 is a high-performance, AMG-tuned compact luxury SUV that combines a powerful engine with sport-oriented handling and upscale features.
  • D. Mercedes-AMG C 63
    The Mercedes-AMG C 63 is a high-performance, AMG-tuned version of the Mercedes-Benz C-Class, known for its powerful engine, sport-focused handling, and luxury features.
  • E. 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.
  • F. None of above.

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_69b20f38a1548190bdddf65853632db1 completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 2:58 p.m.