Triple

T6563707
Position Surface form Disambiguated ID Type / Status
Subject Hyundai Heavy Industries E153847 entity
Predicate subsidiary P258 FINISHED
Object Hyundai Electric & Energy Systems
Hyundai Electric & Energy Systems is a South Korean company specializing in electrical equipment and energy solutions, including power systems, transformers, and industrial automation technologies.
 E605527 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 Electric & Energy Systems | Statement: [Hyundai Heavy Industries, subsidiary, Hyundai Electric & Energy Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hyundai Electric & Energy Systems
Context triple: [Hyundai Heavy Industries, subsidiary, Hyundai Electric & Energy Systems]
  • A. Hyundai Development Company
    Hyundai Development Company is a South Korean construction and real estate development firm known for major residential, commercial, and infrastructure projects.
  • B. Hyundai Mobis
    Hyundai Mobis is a major South Korean automotive parts and technology company that serves as the primary components and module supplier for the Hyundai Motor Group.
  • C. 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.
  • D. 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.
  • 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 Electric & Energy Systems
Triple: [Hyundai Heavy Industries, subsidiary, Hyundai Electric & Energy Systems]
Generated description
Hyundai Electric & Energy Systems is a South Korean company specializing in electrical equipment and energy solutions, including power systems, transformers, and industrial automation technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hyundai Electric & Energy Systems
Target entity description: Hyundai Electric & Energy Systems is a South Korean company specializing in electrical equipment and energy solutions, including power systems, transformers, and industrial automation technologies.
  • A. Hyundai Development Company
    Hyundai Development Company is a South Korean construction and real estate development firm known for major residential, commercial, and infrastructure projects.
  • B. Hyundai Mobis
    Hyundai Mobis is a major South Korean automotive parts and technology company that serves as the primary components and module supplier for the Hyundai Motor Group.
  • C. 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.
  • D. 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.
  • 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

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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae3a40488190892d20ca0d60b937 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5622e0481909b0ac0f4e06d19bc completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:52 p.m.