Triple

T20141208
Position Surface form Disambiguated ID Type / Status
Subject Ssangmun-dong, Seoul (in the story) E491168 entity
Predicate hometownOf P22139 FINISHED
Object Cho Sang-woo (in the story)
Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-promising investment banker whose severe financial troubles drive him to join the deadly survival competition.
 E1413626 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 Sang-woo (in the story) | Statement: [Ssangmun-dong, Seoul (in the story), hometownOf, Cho Sang-woo (in the story)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cho Sang-woo (in the story)
Context triple: [Ssangmun-dong, Seoul (in the story), hometownOf, Cho Sang-woo (in the story)]
  • A. Woncheuk
    Woncheuk was a 7th-century Korean Buddhist monk and scholar renowned for his influential commentaries on Yogācāra and Huayan doctrines in Tang China.
  • B. Cho Choong-hoon
    Cho Choong-hoon was a South Korean businessman best known as the founder of Hanjin Group, the conglomerate behind Korean Air and other major logistics and transportation businesses.
  • C. Dong-soo
    Dong-soo is a central character in the South Korean film "Broker," portrayed as a morally conflicted man involved in an illegal baby adoption scheme.
  • D. Yong-gi
    Yong-gi is a Korean given name commonly used for males.
  • E. Seong Gi-hun
    Seong Gi-hun is the debt-ridden, down-on-his-luck protagonist of the South Korean series "Squid Game," whose moral struggles and desperation drive the story’s deadly competition.
  • 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 Sang-woo (in the story)
Triple: [Ssangmun-dong, Seoul (in the story), hometownOf, Cho Sang-woo (in the story)]
Generated description
Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-promising investment banker whose severe financial troubles drive him to join the deadly survival competition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cho Sang-woo (in the story)
Target entity description: Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-promising investment banker whose severe financial troubles drive him to join the deadly survival competition.
  • A. Woncheuk
    Woncheuk was a 7th-century Korean Buddhist monk and scholar renowned for his influential commentaries on Yogācāra and Huayan doctrines in Tang China.
  • B. Cho Choong-hoon
    Cho Choong-hoon was a South Korean businessman best known as the founder of Hanjin Group, the conglomerate behind Korean Air and other major logistics and transportation businesses.
  • C. Dong-soo
    Dong-soo is a central character in the South Korean film "Broker," portrayed as a morally conflicted man involved in an illegal baby adoption scheme.
  • D. Yong-gi
    Yong-gi is a Korean given name commonly used for males.
  • E. Seong Gi-hun
    Seong Gi-hun is the debt-ridden, down-on-his-luck protagonist of the South Korean series "Squid Game," whose moral struggles and desperation drive the story’s deadly competition.
  • 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_69da6265f8f0819080b29c752a574088 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6679b179c8190a9511df8ed82098a completed April 20, 2026, 5:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082de69fc08190bfef348685007aad completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082fa951a88190b5c3cac2280d43b7 completed May 16, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_6a08305a986481909e78c28b1c919c9f completed May 16, 2026, 8:52 a.m.
Created at: April 11, 2026, 11:32 p.m.