Triple

T10201979
Position Surface form Disambiguated ID Type / Status
Subject Red 2 E238903 entity
Predicate hasCharacter P2308 FINISHED
Object Han Cho Bai
Han Cho Bai is a skilled and eccentric Korean scientist and demolitions expert who joins the retired operatives’ team in the action-comedy film "Red 2."
 E847544 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: Han Cho Bai | Statement: [Red 2, hasCharacter, Han Cho Bai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Han Cho Bai
Context triple: [Red 2, hasCharacter, Han Cho Bai]
  • A. Ko Taen
    Ko Taen is a small, tranquil island in southern Thailand known for its quiet beaches, coral reefs, and snorkeling spots near Ko Samui.
  • B. Yong Duk Jhun
    Yong Duk Jhun is a South Korean-born cinematographer and animator best known for his visual work on major DreamWorks animated films, including the Kung Fu Panda series.
  • C. Kong Ji
    Kong Ji was a Chinese philosopher of the late Spring and Autumn period, the grandson of Confucius, traditionally regarded as the author of the Confucian classic "Doctrine of the Mean."
  • D. Li Hun
    Li Hun was a Tang dynasty imperial prince, known primarily as a son of Emperor Xianzong of Tang.
  • E. Hwa Jai
    Hwa Jai is a Muay Thai fighter and recurring character in SNK’s Fatal Fury and The King of Fighters series, known for his drunken fighting style and rivalry with Joe Higashi.
  • 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: Han Cho Bai
Triple: [Red 2, hasCharacter, Han Cho Bai]
Generated description
Han Cho Bai is a skilled and eccentric Korean scientist and demolitions expert who joins the retired operatives’ team in the action-comedy film "Red 2."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Han Cho Bai
Target entity description: Han Cho Bai is a skilled and eccentric Korean scientist and demolitions expert who joins the retired operatives’ team in the action-comedy film "Red 2."
  • A. Ko Taen
    Ko Taen is a small, tranquil island in southern Thailand known for its quiet beaches, coral reefs, and snorkeling spots near Ko Samui.
  • B. Yong Duk Jhun
    Yong Duk Jhun is a South Korean-born cinematographer and animator best known for his visual work on major DreamWorks animated films, including the Kung Fu Panda series.
  • C. Kong Ji
    Kong Ji was a Chinese philosopher of the late Spring and Autumn period, the grandson of Confucius, traditionally regarded as the author of the Confucian classic "Doctrine of the Mean."
  • D. Li Hun
    Li Hun was a Tang dynasty imperial prince, known primarily as a son of Emperor Xianzong of Tang.
  • E. Hwa Jai
    Hwa Jai is a Muay Thai fighter and recurring character in SNK’s Fatal Fury and The King of Fighters series, known for his drunken fighting style and rivalry with Joe Higashi.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee40cb7481908a1bf4d5636eb8ef completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317fcdf18819092d0f3f216edffdc completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d3191e8e088190a8d6a337443da536 completed April 6, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69d31d4218d08190947ed2bbc7021dd9 completed April 6, 2026, 2:41 a.m.
Created at: March 30, 2026, 9:14 p.m.