Triple

T4014467
Position Surface form Disambiguated ID Type / Status
Subject Hyundai Motor Company E90721 entity
Predicate subsidiary P258 FINISHED
Object 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.
 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 Motor America | Statement: [Hyundai Motor Company, subsidiary, Hyundai Motor America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hyundai Motor America
Context triple: [Hyundai Motor Company, subsidiary, Hyundai Motor America]
  • A. Hyundai Motor Company
    Hyundai Motor Company is a leading South Korean automotive manufacturer known globally for producing a wide range of affordable and reliable vehicles.
  • B. Kia Motors
    Kia Motors is a South Korean automobile manufacturer known for producing a wide range of affordable cars and SUVs for global markets.
  • C. Hyundai Motor Group
    Hyundai Motor Group is a South Korean multinational conglomerate primarily known for its global automotive operations, including the Hyundai and Kia brands, along with various affiliated mobility and manufacturing businesses.
  • D. 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.
  • E. Kia
    Kia is a small settlement located on Santa Isabel Island in the Solomon Islands, known for its remote, rural character and coastal setting.
  • 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 Motor America
Triple: [Hyundai Motor Company, subsidiary, Hyundai Motor America]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hyundai Motor America
Target entity description: 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.
  • A. Hyundai Motor Company
    Hyundai Motor Company is a leading South Korean automotive manufacturer known globally for producing a wide range of affordable and reliable vehicles.
  • B. Kia Motors
    Kia Motors is a South Korean automobile manufacturer known for producing a wide range of affordable cars and SUVs for global markets.
  • C. Hyundai Motor Group
    Hyundai Motor Group is a South Korean multinational conglomerate primarily known for its global automotive operations, including the Hyundai and Kia brands, along with various affiliated mobility and manufacturing businesses.
  • D. 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.
  • E. Kia
    Kia is a feminine given name used in various cultures, often as a short form of names like Kiara or Kiana.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa8ad6348190b71feaf8c18c90c2 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562922a8c8190b4090f734c11cebb completed March 14, 2026, 1:28 p.m.
NEDg Description generation batch_69b5633103e081909dbe7a7e54877343 completed March 14, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69b563eca17c81908deff0d361a7be87 completed March 14, 2026, 1:34 p.m.
Created at: March 9, 2026, 3:35 p.m.