Triple

T16106117
Position Surface form Disambiguated ID Type / Status
Subject Gook E390741 entity
Predicate hasCastMember P2308 FINISHED
Object David So
David So is a Korean-American comedian, YouTuber, and actor known for his sharp social commentary and roles in independent films and online content.
 E1195160 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: David So | Statement: [Gook, hasCastMember, David So]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David So
Context triple: [Gook, hasCastMember, David So]
  • A. David Luan
    David Luan is an AI researcher and entrepreneur known for his work on large language models at OpenAI and as co-founder and CEO of Adept AI.
  • B. David Kanaga
    David Kanaga is an American composer and musician best known for his experimental, game-inspired electronic soundtracks and avant-garde collaborations.
  • C. Harvey Dong
    Harvey Dong is an Asian American activist, scholar, and former member of the Asian American Political Alliance known for his role in the Asian American Movement and his work documenting Asian American history.
  • D. Daren Tang
    Daren Tang is a Singaporean lawyer and intellectual property expert who serves as the Director General of the World Intellectual Property Organization (WIPO).
  • E. Shaun So
    Shaun So is an American military veteran and entrepreneur best known as the husband of actress Anna Chlumsky.
  • 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: David So
Triple: [Gook, hasCastMember, David So]
Generated description
David So is a Korean-American comedian, YouTuber, and actor known for his sharp social commentary and roles in independent films and online content.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David So
Target entity description: David So is a Korean-American comedian, YouTuber, and actor known for his sharp social commentary and roles in independent films and online content.
  • A. David Luan
    David Luan is an AI researcher and entrepreneur known for his work on large language models at OpenAI and as co-founder and CEO of Adept AI.
  • B. David Kanaga
    David Kanaga is an American composer and musician best known for his experimental, game-inspired electronic soundtracks and avant-garde collaborations.
  • C. Harvey Dong
    Harvey Dong is an Asian American activist, scholar, and former member of the Asian American Political Alliance known for his role in the Asian American Movement and his work documenting Asian American history.
  • D. Daren Tang
    Daren Tang is a Singaporean lawyer and intellectual property expert who serves as the Director General of the World Intellectual Property Organization (WIPO).
  • E. Shaun So
    Shaun So is an American military veteran and entrepreneur best known as the husband of actress Anna Chlumsky.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6d81d081909e1315f4dbfd7369 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeba1e4c08190a90f5102e0038056 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 5 a.m.