Triple

T19232107
Position Surface form Disambiguated ID Type / Status
Subject Isuzu Piazza E480895 entity
Predicate marketName P24366 FINISHED
Object Isuzu Impulse
The Isuzu Impulse is a sporty compact hatchback coupe produced by Japanese automaker Isuzu in the 1980s and early 1990s, known for its sharp Giugiaro styling and turbocharged performance variants.
E1367297 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: Isuzu Impulse | Statement: [Isuzu Piazza, marketName, Isuzu Impulse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isuzu Impulse
Context triple: [Isuzu Piazza, marketName, Isuzu Impulse]
  • A. Isuzu Horizon
    The Isuzu Horizon is an alternative name used in some markets for the Isuzu Trooper, a mid-size SUV produced by the Japanese automaker Isuzu from the early 1980s to the early 2000s.
  • B. Isuzu i-Series
    The Isuzu i-Series is a compact pickup truck line produced by Isuzu for the North American market, largely based on a rebadged version of the Chevrolet Colorado/GMC Canyon.
  • C. Isuzu Amigo
    The Isuzu Amigo is a compact, two-door SUV produced by Isuzu, known for its removable soft top and off-road-oriented design.
  • D. Isuzu N-Series
    The Isuzu N-Series is a line of light-duty commercial trucks produced by Isuzu, widely used around the world for urban delivery and utility applications.
  • E. Isuzu MU
    The Isuzu MU is a compact sport utility vehicle produced by Isuzu, known for its rugged body-on-frame construction and off-road capability, and marketed under various names in different global markets.
  • 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: Isuzu Impulse
Triple: [Isuzu Piazza, marketName, Isuzu Impulse]
Generated description
The Isuzu Impulse is a sporty compact hatchback coupe produced by Japanese automaker Isuzu in the 1980s and early 1990s, known for its sharp Giugiaro styling and turbocharged performance variants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isuzu Impulse
Target entity description: The Isuzu Impulse is a sporty compact hatchback coupe produced by Japanese automaker Isuzu in the 1980s and early 1990s, known for its sharp Giugiaro styling and turbocharged performance variants.
  • A. Isuzu Horizon
    The Isuzu Horizon is an alternative name used in some markets for the Isuzu Trooper, a mid-size SUV produced by the Japanese automaker Isuzu from the early 1980s to the early 2000s.
  • B. Isuzu i-Series
    The Isuzu i-Series is a compact pickup truck line produced by Isuzu for the North American market, largely based on a rebadged version of the Chevrolet Colorado/GMC Canyon.
  • C. Isuzu Amigo
    The Isuzu Amigo is a compact, two-door SUV produced by Isuzu, known for its removable soft top and off-road-oriented design.
  • D. Isuzu N-Series
    The Isuzu N-Series is a line of light-duty commercial trucks produced by Isuzu, widely used around the world for urban delivery and utility applications.
  • E. Isuzu MU
    The Isuzu MU is a compact sport utility vehicle produced by Isuzu, known for its rugged body-on-frame construction and off-road capability, and marketed under various names in different global markets.
  • 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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fa9db56081908f50d318d7fc9eaa completed April 20, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e6560c88190ad70f429b4fab24c completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070f5712548190bdbcf10b36983411 completed May 15, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_6a070fbb93308190acc8625a78477b07 completed May 15, 2026, 12:21 p.m.
Created at: April 10, 2026, 1:25 p.m.