Triple

T17884582
Position Surface form Disambiguated ID Type / Status
Subject WildC.A.T.s E447168 entity
Predicate notableWriter P10455 FINISHED
Object Brandon Choi
Brandon Choi is an American comic book writer best known for co-creating and scripting several influential 1990s titles at WildStorm alongside artist Jim Lee.
E1293853 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: Brandon Choi | Statement: [WildC.A.T.s, notableWriter, Brandon Choi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brandon Choi
Context triple: [WildC.A.T.s, notableWriter, Brandon Choi]
  • A. Justin Chon
    Justin Chon is a Korean-American actor and filmmaker known for his independent, character-driven films exploring Asian-American experiences.
  • B. Kenneth Choi
    Kenneth Choi is an American actor known for his roles in television series such as "9-1-1" and films including "The Wolf of Wall Street" and "Spider-Man: Homecoming."
  • C. Bill Choi
    Bill Choi is a television producer best known for serving as an executive producer on the political thriller series "Designated Survivor."
  • D. Danny Chung
    Danny Chung is a fictional Korean American political figure portrayed by Randall Park, best known as a charismatic congressman in the television series "Veep."
  • E. Jason Kim
    Jason Kim is a film industry professional known for collaborating with acclaimed South Korean cinematographer Chung Chung-hoon.
  • 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: Brandon Choi
Triple: [WildC.A.T.s, notableWriter, Brandon Choi]
Generated description
Brandon Choi is an American comic book writer best known for co-creating and scripting several influential 1990s titles at WildStorm alongside artist Jim Lee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brandon Choi
Target entity description: Brandon Choi is an American comic book writer best known for co-creating and scripting several influential 1990s titles at WildStorm alongside artist Jim Lee.
  • A. Justin Chon
    Justin Chon is a Korean-American actor and filmmaker known for his independent, character-driven films exploring Asian-American experiences.
  • B. Kenneth Choi
    Kenneth Choi is an American actor known for his roles in television series such as "9-1-1" and films including "The Wolf of Wall Street" and "Spider-Man: Homecoming."
  • C. Bill Choi
    Bill Choi is a television producer best known for serving as an executive producer on the political thriller series "Designated Survivor."
  • D. Danny Chung
    Danny Chung is a fictional Korean American political figure portrayed by Randall Park, best known as a charismatic congressman in the television series "Veep."
  • E. Jason Kim
    Jason Kim is a film industry professional known for collaborating with acclaimed South Korean cinematographer Chung Chung-hoon.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c11530881908ad98fbd0a52b1c3 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d7ca4881908ce9c8e9a8d44e11 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0315959c3c819096a93724638a970b completed May 12, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03165da2a081909ad7089d5135d23c completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.