Triple

T19680660
Position Surface form Disambiguated ID Type / Status
Subject Chevrolet Malibu (sixth generation) E472575 entity
Predicate relatedTo P37 FINISHED
Object Chevrolet Malibu Maxx
The Chevrolet Malibu Maxx is a mid-2000s five-door hatchback/wagon variant of the Chevrolet Malibu, offering increased cargo space and versatility compared to the standard sedan.
E1392088 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: Chevrolet Malibu Maxx | Statement: [Chevrolet Malibu (sixth generation), relatedTo, Chevrolet Malibu Maxx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chevrolet Malibu Maxx
Context triple: [Chevrolet Malibu (sixth generation), relatedTo, Chevrolet Malibu Maxx]
  • A. Chevrolet Malibu
    The Chevrolet Malibu is a mid-size family sedan produced by General Motors under its Chevrolet brand, known for its long-running presence in the North American car market.
  • B. Chevrolet Malibu (sixth generation)
    The Chevrolet Malibu (sixth generation) is a mid-size sedan produced by General Motors in the early 2000s that continued the Malibu nameplate with front-wheel drive and mainstream family-car positioning.
  • C. Chevrolet Malibu (fifth generation)
    The Chevrolet Malibu (fifth generation) is a mid-size sedan produced by General Motors in the late 1990s and early 2000s that marked the revival of the Malibu nameplate as a front-wheel-drive family car.
  • D. Chevrolet Malibu (eighth generation)
    The Chevrolet Malibu (eighth generation) is a mid-size family sedan introduced by General Motors for the 2008 model year, known for its more upscale design, improved ride quality, and competitive features in the mainstream sedan segment.
  • E. Chevrolet Malibu (seventh generation)
    The seventh-generation Chevrolet Malibu is a mid-size family sedan produced by General Motors, known for its more refined styling, improved fuel efficiency, and modernized interior compared to its predecessors.
  • 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: Chevrolet Malibu Maxx
Triple: [Chevrolet Malibu (sixth generation), relatedTo, Chevrolet Malibu Maxx]
Generated description
The Chevrolet Malibu Maxx is a mid-2000s five-door hatchback/wagon variant of the Chevrolet Malibu, offering increased cargo space and versatility compared to the standard sedan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chevrolet Malibu Maxx
Target entity description: The Chevrolet Malibu Maxx is a mid-2000s five-door hatchback/wagon variant of the Chevrolet Malibu, offering increased cargo space and versatility compared to the standard sedan.
  • A. Chevrolet Malibu
    The Chevrolet Malibu is a mid-size family sedan produced by General Motors under its Chevrolet brand, known for its long-running presence in the North American car market.
  • B. Chevrolet Malibu (sixth generation)
    The Chevrolet Malibu (sixth generation) is a mid-size sedan produced by General Motors in the early 2000s that continued the Malibu nameplate with front-wheel drive and mainstream family-car positioning.
  • C. Chevrolet Malibu (fifth generation)
    The Chevrolet Malibu (fifth generation) is a mid-size sedan produced by General Motors in the late 1990s and early 2000s that marked the revival of the Malibu nameplate as a front-wheel-drive family car.
  • D. Chevrolet Malibu (eighth generation)
    The Chevrolet Malibu (eighth generation) is a mid-size family sedan introduced by General Motors for the 2008 model year, known for its more upscale design, improved ride quality, and competitive features in the mainstream sedan segment.
  • E. Chevrolet Malibu (seventh generation)
    The seventh-generation Chevrolet Malibu is a mid-size family sedan produced by General Motors, known for its more refined styling, improved fuel efficiency, and modernized interior compared to its predecessors.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e641bf97348190bc31b00ed4ec6cad completed April 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4e347688190850fd581ec1b3c6e completed May 16, 2026, 12:05 a.m.
NEDg Description generation batch_6a07b5fa3d348190b8c7adb42097b40a completed May 16, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6644d108190b21ac258ffcfba61 completed May 16, 2026, 12:12 a.m.
Created at: April 10, 2026, 1:45 p.m.