Triple

T4014450
Position Surface form Disambiguated ID Type / Status
Subject Hyundai Motor Company E90721 entity
Predicate founder P104 FINISHED
Object Chung Ju-yung
Chung Ju-yung was a South Korean entrepreneur and industrialist who built the Hyundai conglomerate into one of the country’s largest and most influential business empires.
 E416557 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: Chung Ju-yung | Statement: [Hyundai Motor Company, founder, Chung Ju-yung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chung Ju-yung
Context triple: [Hyundai Motor Company, founder, Chung Ju-yung]
  • A. Jang Kum-song
    Jang Kum-song was the daughter of senior North Korean official Kim Kyong-hui and thus a member of North Korea’s ruling Kim family.
  • B. Kim Young Sook
    Kim Young Sook is a North Korean woman best known as one of the wives of former North Korean leader Kim Jong Il.
  • C. Shin Young-soo
    Shin Young-soo is a South Korean physician and public health expert who served as the World Health Organization’s Regional Director for the Western Pacific.
  • D. Kim Gae-nam
    Kim Gae-nam was a prominent Korean peasant leader who played a central role in organizing and directing the Donghak Peasant Rebellion of 1894 against the Joseon government and foreign influence.
  • E. Jung Jang-seon
    Jung Jang-seon is a South Korean politician serving as the mayor of the city of Pyeongtaek.
  • 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: Chung Ju-yung
Triple: [Hyundai Motor Company, founder, Chung Ju-yung]
Generated description
Chung Ju-yung was a South Korean entrepreneur and industrialist who built the Hyundai conglomerate into one of the country’s largest and most influential business empires.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chung Ju-yung
Target entity description: Chung Ju-yung was a South Korean entrepreneur and industrialist who built the Hyundai conglomerate into one of the country’s largest and most influential business empires.
  • A. Jang Kum-song
    Jang Kum-song was the daughter of senior North Korean official Kim Kyong-hui and thus a member of North Korea’s ruling Kim family.
  • B. Kim Young Sook
    Kim Young Sook is a North Korean woman best known as one of the wives of former North Korean leader Kim Jong Il.
  • C. Shin Young-soo
    Shin Young-soo is a South Korean physician and public health expert who served as the World Health Organization’s Regional Director for the Western Pacific.
  • D. Kim Gae-nam
    Kim Gae-nam was a prominent Korean peasant leader who played a central role in organizing and directing the Donghak Peasant Rebellion of 1894 against the Joseon government and foreign influence.
  • E. Jung Jang-seon
    Jung Jang-seon is a South Korean politician serving as the mayor of the city of Pyeongtaek.
  • 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_69b57f139a04819091f685c2986c35fb completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b57f8f3f508190b9129a200a95df58 completed March 14, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69b57fe9c5b081908b55882d861dc014 completed March 14, 2026, 3:34 p.m.
Created at: March 9, 2026, 3:35 p.m.