Triple

T11583010
Position Surface form Disambiguated ID Type / Status
Subject Randall Park E274675 entity
Predicate playedCharacter P1507 FINISHED
Object Marcus Kim
Marcus Kim is the romantic lead and childhood friend character portrayed by Randall Park in the Netflix romantic comedy film "Always Be My Maybe."
 E934827 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: Marcus Kim | Statement: [Randall Park, playedCharacter, Marcus Kim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marcus Kim
Context triple: [Randall Park, playedCharacter, Marcus Kim]
  • A. Jason Kim
    Jason Kim is a film industry professional known for collaborating with acclaimed South Korean cinematographer Chung Chung-hoon.
  • B. Andy Kim
    Andy Kim is a Democratic U.S. Representative from New Jersey known for his focus on national security, government ethics, and constituent services.
  • C. Hong Kim
    Hong Kim is a film producer known for working on the animated feature "The Nut Job."
  • D. Jung Kim
    Jung Kim is the charismatic and quick-witted convenience store manager and son in the Canadian sitcom "Kim's Convenience."
  • E. David Kim
    David Kim is a television producer best known for serving as an executive producer on the medical drama series "The Good Doctor."
  • 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: Marcus Kim
Triple: [Randall Park, playedCharacter, Marcus Kim]
Generated description
Marcus Kim is the romantic lead and childhood friend character portrayed by Randall Park in the Netflix romantic comedy film "Always Be My Maybe."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marcus Kim
Target entity description: Marcus Kim is the romantic lead and childhood friend character portrayed by Randall Park in the Netflix romantic comedy film "Always Be My Maybe."
  • A. Jason Kim
    Jason Kim is a film industry professional known for collaborating with acclaimed South Korean cinematographer Chung Chung-hoon.
  • B. Andy Kim
    Andy Kim is a Democratic U.S. Representative from New Jersey known for his focus on national security, government ethics, and constituent services.
  • C. Hong Kim
    Hong Kim is a film producer known for working on the animated feature "The Nut Job."
  • D. Jung Kim
    Jung Kim is the charismatic and quick-witted convenience store manager and son in the Canadian sitcom "Kim's Convenience."
  • E. David Kim
    David Kim is a television producer best known for serving as an executive producer on the medical drama series "The Good Doctor."
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904db5748190ae5f10ae86ccdf46 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7142d442c8190a48372e0e17db517 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.