Triple

T847463
Position Surface form Disambiguated ID Type / Status
Subject Saturn Aura E18307 entity
Predicate successor P78 FINISHED
Object 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.
 E107556 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 (eighth generation) | Statement: [Saturn Aura, successor, Chevrolet Malibu (eighth generation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chevrolet Malibu (eighth generation)
Context triple: [Saturn Aura, successor, Chevrolet Malibu (eighth generation)]
  • A. Chevrolet Cruze
    The Chevrolet Cruze is a compact car produced by General Motors that has been sold globally as an affordable, fuel-efficient sedan and hatchback.
  • B. Chevrolet Equinox
    The Chevrolet Equinox is a compact crossover SUV known for its family-friendly practicality, comfortable ride, and broad appeal in the North American market.
  • C. Chevrolet Traverse
    The Chevrolet Traverse is a midsize three-row crossover SUV produced by General Motors, known for its spacious interior and family-oriented design.
  • D. Buick Envision
    The Buick Envision is a compact luxury crossover SUV known for its comfortable ride, upscale features, and position between Buick’s smaller Encore GX and larger Enclave in the brand’s lineup.
  • E. Cadillac XT4
    The Cadillac XT4 is a compact luxury crossover SUV positioned as Cadillac’s entry-level utility vehicle, offering premium features in a smaller, urban-friendly package.
  • 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 (eighth generation)
Triple: [Saturn Aura, successor, Chevrolet Malibu (eighth generation)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chevrolet Malibu (eighth generation)
Target entity description: 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.
  • A. Chevrolet Cruze
    The Chevrolet Cruze is a compact car produced by General Motors that has been sold globally as an affordable, fuel-efficient sedan and hatchback.
  • B. Chevrolet Equinox
    The Chevrolet Equinox is a compact crossover SUV known for its family-friendly practicality, comfortable ride, and broad appeal in the North American market.
  • C. Chevrolet Traverse
    The Chevrolet Traverse is a midsize three-row crossover SUV produced by General Motors, known for its spacious interior and family-oriented design.
  • D. Buick Envision
    The Buick Envision is a compact luxury crossover SUV known for its comfortable ride, upscale features, and position between Buick’s smaller Encore GX and larger Enclave in the brand’s lineup.
  • E. Cadillac XT4
    The Cadillac XT4 is a compact luxury crossover SUV positioned as Cadillac’s entry-level utility vehicle, offering premium features in a smaller, urban-friendly package.
  • 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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac0ba6b4819089c15ed7e1765502 completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c71702fc8190a143fe45b228ae24 completed March 4, 2026, 5:45 a.m.
NEDg Description generation batch_69a7ca67dbc88190b40fd74ad91a4bd6 completed March 4, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69a7cb0b497c8190926fce5cc5e99734 completed March 4, 2026, 6:02 a.m.
Created at: March 1, 2026, 7:38 p.m.