Triple

T8450947
Position Surface form Disambiguated ID Type / Status
Subject Okja E199795 entity
Predicate stars P1956 FINISHED
Object Ahn Seo-hyun
Ahn Seo-hyun is a South Korean actress best known internationally for her lead role in Bong Joon-ho’s film "Okja."
E744591 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: Ahn Seo-hyun | Statement: [Okja, stars, Ahn Seo-hyun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahn Seo-hyun
Context triple: [Okja, stars, Ahn Seo-hyun]
  • A. Jung Ho-yeon
    Jung Ho-yeon is a South Korean model-turned-actress who gained international fame for her breakout role in the Netflix survival drama series "Squid Game."
  • B. Jo Yun-ok
    Jo Yun-ok is the wife of renowned Hong Kong martial artist, actor, and film director Sammo Hung.
  • C. Ko Woo-rim
    Ko Woo-rim is a South Korean classical crossover singer best known as a member of the vocal quartet Forestella and for being married to figure skating champion Yuna Kim.
  • D. Jang Hye-jin
    Jang Hye-jin is a South Korean actress best known internationally for her role as the resourceful housekeeper in the Academy Award–winning film "Parasite."
  • E. Jung Sun-young
    Jung Sun-young is the wife of acclaimed South Korean film director Bong Joon-ho.
  • 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: Ahn Seo-hyun
Triple: [Okja, stars, Ahn Seo-hyun]
Generated description
Ahn Seo-hyun is a South Korean actress best known internationally for her lead role in Bong Joon-ho’s film "Okja."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahn Seo-hyun
Target entity description: Ahn Seo-hyun is a South Korean actress best known internationally for her lead role in Bong Joon-ho’s film "Okja."
  • A. Jung Ho-yeon
    Jung Ho-yeon is a South Korean model-turned-actress who gained international fame for her breakout role in the Netflix survival drama series "Squid Game."
  • B. Jo Yun-ok
    Jo Yun-ok is the wife of renowned Hong Kong martial artist, actor, and film director Sammo Hung.
  • C. Ko Woo-rim
    Ko Woo-rim is a South Korean classical crossover singer best known as a member of the vocal quartet Forestella and for being married to figure skating champion Yuna Kim.
  • D. Jang Hye-jin
    Jang Hye-jin is a South Korean actress best known internationally for her role as the resourceful housekeeper in the Academy Award–winning film "Parasite."
  • E. Jung Sun-young
    Jung Sun-young is the wife of acclaimed South Korean film director Bong Joon-ho.
  • 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_69ca8318231881908fd1bc1c4d45d286 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe44815488190a912d63512e19af0 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea82c897c8190b7554d2e91968b53 completed April 2, 2026, 5:32 p.m.
NEDg Description generation batch_69cea994f0ac819092fb34a0f2357611 completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa4c7ba08190be86cccc3a857656 completed April 2, 2026, 5:41 p.m.
Created at: March 30, 2026, 6:09 p.m.