Triple

T16859392
Position Surface form Disambiguated ID Type / Status
Subject Hyundai Motor America E409867 entity
Predicate associatedWith P37 FINISHED
Object Hyundai Assurance program
The Hyundai Assurance program is a customer-focused initiative by Hyundai Motor America that offers benefits such as extended warranties, roadside assistance, and flexible return or payment protection options to increase buyer confidence.
 E409867 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: Hyundai Assurance program | Statement: [Hyundai Motor America, associatedWith, Hyundai Assurance program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hyundai Assurance program
Context triple: [Hyundai Motor America, associatedWith, Hyundai Assurance program]
  • A. Hyundai Card
    Hyundai Card is a South Korean credit card and financial services company affiliated with the Hyundai Motor Group, known for its innovative card products and lifestyle-focused benefits.
  • B. Hyundai Motor America
    Hyundai Motor America is the U.S.-based sales, marketing, and distribution arm of the South Korean automaker Hyundai, responsible for managing the brand’s operations in the American market.
  • C. Hyundai N
    Hyundai N is Hyundai Motor Company's high-performance sub-brand focused on developing sportier, track-capable versions of its production vehicles.
  • D. Hyundai SmartSense
    Hyundai SmartSense is Hyundai’s advanced driver-assistance and safety technology suite that integrates features like collision avoidance, lane-keeping, and adaptive cruise control to enhance driving safety and convenience.
  • E. Hyundai Motor Brasil
    Hyundai Motor Brasil is the Brazilian subsidiary of the South Korean automaker Hyundai, responsible for manufacturing, marketing, and distributing Hyundai vehicles in Brazil.
  • 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: Hyundai Assurance program
Triple: [Hyundai Motor America, associatedWith, Hyundai Assurance program]
Generated description
The Hyundai Assurance program is a customer-focused initiative by Hyundai Motor America that offers benefits such as extended warranties, roadside assistance, and flexible return or payment protection options to increase buyer confidence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hyundai Assurance program
Target entity description: The Hyundai Assurance program is a customer-focused initiative by Hyundai Motor America that offers benefits such as extended warranties, roadside assistance, and flexible return or payment protection options to increase buyer confidence.
  • A. Hyundai Card
    Hyundai Card is a South Korean credit card and financial services company affiliated with the Hyundai Motor Group, known for its innovative card products and lifestyle-focused benefits.
  • B. Hyundai Motor America chosen
    Hyundai Motor America is the U.S.-based sales, marketing, and distribution arm of the South Korean automaker Hyundai, responsible for managing the brand’s operations in the American market.
  • C. Hyundai N
    Hyundai N is Hyundai Motor Company's high-performance sub-brand focused on developing sportier, track-capable versions of its production vehicles.
  • D. Hyundai SmartSense
    Hyundai SmartSense is Hyundai’s advanced driver-assistance and safety technology suite that integrates features like collision avoidance, lane-keeping, and adaptive cruise control to enhance driving safety and convenience.
  • E. Hyundai Motor Brasil
    Hyundai Motor Brasil is the Brazilian subsidiary of the South Korean automaker Hyundai, responsible for manufacturing, marketing, and distributing Hyundai vehicles in Brazil.
  • F. None of above.

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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b501f72881909f7600311705fb33 completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb25300c8190a352037c21c244bd completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbc80d54819092de4ee363508b49 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc66dbc08190bd569ed2b355c99d completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:24 a.m.