Triple

T1243351
Position Surface form Disambiguated ID Type / Status
Subject Arlington Assembly E26707 entity
Predicate formerProduct P25918 FINISHED
Object 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.
E107556 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: Chevrolet Malibu | Statement: [Arlington Assembly, formerProduct, Chevrolet Malibu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chevrolet Malibu
Context triple: [Arlington Assembly, formerProduct, Chevrolet Malibu]
  • 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 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.
  • C. 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.
  • D. Buick Verano
    The Buick Verano is a compact luxury sedan produced by General Motors under its Buick brand, positioned as an entry-level premium vehicle primarily for the North American and Chinese markets.
  • E. 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.
  • 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
Triple: [Arlington Assembly, formerProduct, Chevrolet Malibu]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chevrolet Malibu
Target entity description: 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.
  • 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 Malibu (eighth generation) chosen
    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.
  • C. 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.
  • D. Buick Verano
    The Buick Verano is a compact luxury sedan produced by General Motors under its Buick brand, positioned as an entry-level premium vehicle primarily for the North American and Chinese markets.
  • E. 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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerProduct
Context triple: [Arlington Assembly, formerProduct, Chevrolet Malibu]
  • A. formerBrand
    Indicates that an entity was previously used or recognized as a brand for another entity but is no longer its current brand.
  • B. formerName
    Indicates that an entity was previously known by a different name in the past.
  • C. formerMarket
    Indicates that an entity previously functioned as a market but no longer serves that role.
  • D. formerBusinessModel
    Indicates that an entity previously operated under a particular business model, but no longer does so.
  • E. formerEmployer
    Indicates that one entity previously employed the other but no longer does so.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf61fadc8190b7b9e23eaa15a61d completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2ed73248190b03fd6085dec9d8c completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3752a3c81908bd6d9744ad5f5a2 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca3e44bf481908c5726adddc4b428 completed March 7, 2026, 10:17 p.m.
PD Predicate disambiguation batch_69a4bb696a38819095845c84f0241287 completed March 1, 2026, 10:19 p.m.
PDg Predicate description generation batch_69a4bce611ec819092cb13d354d0903e completed March 1, 2026, 10:25 p.m.
Created at: March 1, 2026, 7:47 p.m.