Triple

T5691119
Position Surface form Disambiguated ID Type / Status
Subject Korean film industry E125428 entity
Predicate notableDirector P4744 FINISHED
Object Yeon Sang-ho
Yeon Sang-ho is a South Korean filmmaker best known internationally for directing the hit zombie thriller "Train to Busan" and its related works.
E557669 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: Yeon Sang-ho | Statement: [Korean film industry, notableDirector, Yeon Sang-ho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yeon Sang-ho
Context triple: [Korean film industry, notableDirector, Yeon Sang-ho]
  • A. Yoo Soon-taek
    Yoo Soon-taek is a South Korean figure best known as the wife of former United Nations Secretary-General Ban Ki-moon and for her involvement in various social and charitable activities.
  • B. Kim Ki-young
    Kim Ki-young was a pioneering South Korean film director best known for his psychologically intense, genre-blending works such as "The Housemaid," which deeply influenced later auteurs like Bong Joon-ho.
  • C. Hwang Dong-hyuk
    Hwang Dong-hyuk is a South Korean film and television director and screenwriter best known internationally for creating the hit Netflix survival drama series "Squid Game."
  • D. 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.
  • E. Na Hong-jin
    Na Hong-jin is a South Korean filmmaker renowned for his intense, genre-blending thrillers such as "The Chaser," "The Yellow Sea," and "The Wailing."
  • 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: Yeon Sang-ho
Triple: [Korean film industry, notableDirector, Yeon Sang-ho]
Generated description
Yeon Sang-ho is a South Korean filmmaker best known internationally for directing the hit zombie thriller "Train to Busan" and its related works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yeon Sang-ho
Target entity description: Yeon Sang-ho is a South Korean filmmaker best known internationally for directing the hit zombie thriller "Train to Busan" and its related works.
  • A. Yoo Soon-taek
    Yoo Soon-taek is a South Korean figure best known as the wife of former United Nations Secretary-General Ban Ki-moon and for her involvement in various social and charitable activities.
  • B. Kim Ki-young
    Kim Ki-young was a pioneering South Korean film director best known for his psychologically intense, genre-blending works such as "The Housemaid," which deeply influenced later auteurs like Bong Joon-ho.
  • C. Hwang Dong-hyuk
    Hwang Dong-hyuk is a South Korean film and television director and screenwriter best known internationally for creating the hit Netflix survival drama series "Squid Game."
  • D. 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.
  • E. Na Hong-jin
    Na Hong-jin is a South Korean filmmaker renowned for his intense, genre-blending thrillers such as "The Chaser," "The Yellow Sea," and "The Wailing."
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e500ec8190bfda4f6a818aa5dc completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e32cce548190898c735f8c494415 completed March 23, 2026, 6:52 a.m.
NEDg Description generation batch_69c0e66e96c481909133503f553d4bc4 completed March 23, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69c0e6c3ec548190814b44fe953ab25e completed March 23, 2026, 7:07 a.m.
Created at: March 22, 2026, 3:44 p.m.