Triple

T15840232
Position Surface form Disambiguated ID Type / Status
Subject Chevrolet Malibu (ninth generation) E384081 entity
Predicate successor P78 FINISHED
Object Chevrolet Malibu (tenth generation)
The Chevrolet Malibu (tenth generation) is a mid-size family sedan introduced by Chevrolet with updated styling, improved efficiency, and modern technology features compared to its predecessor.
E1181742 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 (tenth generation) | Statement: [Chevrolet Malibu (ninth generation), successor, Chevrolet Malibu (tenth generation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chevrolet Malibu (tenth generation)
Context triple: [Chevrolet Malibu (ninth generation), successor, Chevrolet Malibu (tenth generation)]
  • A. 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.
  • B. 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.
  • C. Chevrolet Malibu (ninth generation)
    The ninth-generation Chevrolet Malibu is a mid-size family sedan introduced for the 2016 model year, featuring a more spacious interior, improved fuel efficiency, and updated technology compared to its predecessors.
  • D. 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.
  • E. 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.
  • 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 (tenth generation)
Triple: [Chevrolet Malibu (ninth generation), successor, Chevrolet Malibu (tenth generation)]
Generated description
The Chevrolet Malibu (tenth generation) is a mid-size family sedan introduced by Chevrolet with updated styling, improved efficiency, and modern technology features compared to its predecessor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chevrolet Malibu (tenth generation)
Target entity description: The Chevrolet Malibu (tenth generation) is a mid-size family sedan introduced by Chevrolet with updated styling, improved efficiency, and modern technology features compared to its predecessor.
  • A. 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.
  • B. 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.
  • C. Chevrolet Malibu (ninth generation)
    The ninth-generation Chevrolet Malibu is a mid-size family sedan introduced for the 2016 model year, featuring a more spacious interior, improved fuel efficiency, and updated technology compared to its predecessors.
  • D. 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.
  • E. 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.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e69360819091ea0556bd66d785 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa93ddce4819086174b2549f5e12b completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffa9e9b17c8190b98d930fd5cb0723 completed May 9, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69ffaa973274819080889e1b9883b8dc completed May 9, 2026, 9:43 p.m.
Created at: April 10, 2026, 4:49 a.m.