Triple

T17164012
Position Surface form Disambiguated ID Type / Status
Subject Chung Ju-yung E416557 entity
Predicate hasChild P369 FINISHED
Object Chung Mong-koo
Chung Mong-koo is a South Korean businessman best known as the longtime chairman who transformed Hyundai Motor Group into one of the world’s largest automotive manufacturers.
E1270332 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 Mong-koo | Statement: [Chung Ju-yung, hasChild, Chung Mong-koo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chung Mong-koo
Context triple: [Chung Ju-yung, hasChild, Chung Mong-koo]
  • A. Kang Cheol
    Kang Cheol is the younger brother of Kang Sae-byeok, a North Korean defector character in the South Korean series "Squid Game."
  • B. Chung Chung-hoon
    Chung Chung-hoon is a South Korean cinematographer renowned for his stylish, atmospheric visual work on films such as many of Park Chan-wook’s movies and various Hollywood productions.
  • C. Im Kwon-taek
    Im Kwon-taek is a pioneering South Korean film director renowned for his prolific career and influential works that helped shape modern Korean cinema.
  • D. Heo Sung-tae
    Heo Sung-tae is a South Korean actor known for his intense character roles in film and television, gaining international recognition for his performance in the hit series "Squid Game."
  • E. Choi Yong-gon
    Choi Yong-gon was a Korean independence activist and military leader who later became a prominent North Korean politician, serving as the country's head of state.
  • 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 Mong-koo
Triple: [Chung Ju-yung, hasChild, Chung Mong-koo]
Generated description
Chung Mong-koo is a South Korean businessman best known as the longtime chairman who transformed Hyundai Motor Group into one of the world’s largest automotive manufacturers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chung Mong-koo
Target entity description: Chung Mong-koo is a South Korean businessman best known as the longtime chairman who transformed Hyundai Motor Group into one of the world’s largest automotive manufacturers.
  • A. Kang Cheol
    Kang Cheol is the younger brother of Kang Sae-byeok, a North Korean defector character in the South Korean series "Squid Game."
  • B. Chung Chung-hoon
    Chung Chung-hoon is a South Korean cinematographer renowned for his stylish, atmospheric visual work on films such as many of Park Chan-wook’s movies and various Hollywood productions.
  • C. Im Kwon-taek
    Im Kwon-taek is a pioneering South Korean film director renowned for his prolific career and influential works that helped shape modern Korean cinema.
  • D. Heo Sung-tae
    Heo Sung-tae is a South Korean actor known for his intense character roles in film and television, gaining international recognition for his performance in the hit series "Squid Game."
  • E. Choi Yong-gon
    Choi Yong-gon was a Korean independence activist and military leader who later became a prominent North Korean politician, serving as the country's head of state.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f913c84481908bb5da8bcc6a2e62 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01b80d3a3081908a255a40bd7a72a0 completed May 11, 2026, 11:05 a.m.
NEDg Description generation batch_6a01b8ebb5ac8190a98fcaba61c45955 completed May 11, 2026, 11:09 a.m.
NED2 Entity disambiguation (via description) batch_6a01b9676d54819098315611857dd6ea completed May 11, 2026, 11:11 a.m.
Created at: April 10, 2026, 5:37 a.m.