Triple

T20387070
Position Surface form Disambiguated ID Type / Status
Subject Cho E497986 entity
Predicate hasNotableBearer P458 FINISHED
Object Cho Seung-woo
Cho Seung-woo is a South Korean actor and musical theatre star known for his acclaimed performances in films like "Marathon" and "Tazza: The High Rollers" and in numerous hit stage productions.
E1531478 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: Cho Seung-woo | Statement: [Cho, hasNotableBearer, Cho Seung-woo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cho Seung-woo
Context triple: [Cho, hasNotableBearer, Cho Seung-woo]
  • A. Jeong Woo-sung
    Jeong Woo-sung is a South Korean actor, director, and producer known for his leading roles in films such as "The Good, the Bad, the Weird" and "A Moment to Remember."
  • B. Oh Seung-hwan
    Oh Seung-hwan is a South Korean professional baseball relief pitcher renowned as one of the KBO League’s greatest closers and for his successful stints in Nippon Professional Baseball and Major League Baseball.
  • C. Jung Yong-hwa
    Jung Yong-hwa is a South Korean singer-songwriter, musician, and actor best known as the leader and lead vocalist of the rock band CNBLUE.
  • D. Yoo Yeon-seok
    Yoo Yeon-seok is a South Korean actor known for his versatile performances in television dramas and films, gaining widespread popularity through prominent medical and romantic roles.
  • E. Jo Woo-jin
    Jo Woo-jin is a South Korean actor known for his versatile supporting and character roles in films and television dramas.
  • 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: Cho Seung-woo
Triple: [Cho, hasNotableBearer, Cho Seung-woo]
Generated description
Cho Seung-woo is a South Korean actor and musical theatre star known for his acclaimed performances in films like "Marathon" and "Tazza: The High Rollers" and in numerous hit stage productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cho Seung-woo
Target entity description: Cho Seung-woo is a South Korean actor and musical theatre star known for his acclaimed performances in films like "Marathon" and "Tazza: The High Rollers" and in numerous hit stage productions.
  • A. Jeong Woo-sung
    Jeong Woo-sung is a South Korean actor, director, and producer known for his leading roles in films such as "The Good, the Bad, the Weird" and "A Moment to Remember."
  • B. Oh Seung-hwan
    Oh Seung-hwan is a South Korean professional baseball relief pitcher renowned as one of the KBO League’s greatest closers and for his successful stints in Nippon Professional Baseball and Major League Baseball.
  • C. Jung Yong-hwa
    Jung Yong-hwa is a South Korean singer-songwriter, musician, and actor best known as the leader and lead vocalist of the rock band CNBLUE.
  • D. Yoo Yeon-seok
    Yoo Yeon-seok is a South Korean actor known for his versatile performances in television dramas and films, gaining widespread popularity through prominent medical and romantic roles.
  • E. Jo Woo-jin
    Jo Woo-jin is a South Korean actor known for his versatile supporting and character roles in films and television dramas.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790c935881908f901d058e6a83a9 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad50108b08190987795538b795d5c completed May 18, 2026, 8:59 a.m.
NEDg Description generation batch_6a0ad991a1e48190ad240a20694223fc completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada2a61b881908a636b2d1d6e4509 completed May 18, 2026, 9:21 a.m.
Created at: April 16, 2026, 11:28 a.m.