Triple

T20387092
Position Surface form Disambiguated ID Type / Status
Subject Cho E497986 entity
Predicate hasNotableBearer P458 FINISHED
Object Cho Sung-hwan NE NERFINISHED

How this triple was built (3 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: Cho Sung-hwan | Statement: [Cho, hasNotableBearer, Cho Sung-hwan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cho Sung-hwan
Context triple: [Cho, hasNotableBearer, Cho Sung-hwan]
  • A. Cho Sang-woo
    Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
  • B. Jeong Jin-soo
    Jeong Jin-soo is the enigmatic and charismatic cult leader at the center of the South Korean dark fantasy series "Hellbound," whose prophecies about divine judgment drive the show's apocalyptic events.
  • C. Moon Sung-keun
    Moon Sung-keun is a South Korean actor and former politician known for his roles in socially conscious films and television dramas.
  • D. Jeong Won-oh
    Jeong Won-oh is a South Korean politician who serves as the mayor of Seoul's Seongdong District.
  • E. Jeong Hyeong-don
    Jeong Hyeong-don is a South Korean comedian and television host best known for his work on popular variety shows such as "Infinite Challenge" and "Weekly Idol."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cho Sung-hwan
Target entity description: Cho Sung-hwan is a South Korean individual notable enough to be recognized as a prominent bearer of the Korean surname Cho.
  • A. Cho Sang-woo
    Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
  • B. Jeong Jin-soo
    Jeong Jin-soo is the enigmatic and charismatic cult leader at the center of the South Korean dark fantasy series "Hellbound," whose prophecies about divine judgment drive the show's apocalyptic events.
  • C. Moon Sung-keun
    Moon Sung-keun is a South Korean actor and former politician known for his roles in socially conscious films and television dramas.
  • D. Jeong Won-oh
    Jeong Won-oh is a South Korean politician who serves as the mayor of Seoul's Seongdong District.
  • E. Jeong Hyeong-don
    Jeong Hyeong-don is a South Korean comedian and television host best known for his work on popular variety shows such as "Infinite Challenge" and "Weekly Idol."
  • F. None of above. chosen

Provenance (2 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790c935881908f901d058e6a83a9 completed April 20, 2026, 7:05 p.m.
Created at: April 16, 2026, 11:28 a.m.