Triple

T15711568
Position Surface form Disambiguated ID Type / Status
Subject Harry Shum Jr. E380850 entity
Predicate playedCharacter P1507 FINISHED
Object Charlie Wu
Charlie Wu is a fictional character from the "Crazy Rich Asians" series, known as Astrid Leong’s wealthy and charming ex-boyfriend.
E1172426 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: Charlie Wu | Statement: [Harry Shum Jr., playedCharacter, Charlie Wu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlie Wu
Context triple: [Harry Shum Jr., playedCharacter, Charlie Wu]
  • A. Jamie Chen
    Jamie Chen is known as the spouse of Steve Chen, the co-founder of YouTube.
  • B. Roger Yuan
    Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
  • C. Jerry Chen
    Jerry Chen is a prominent venture capitalist and general partner at Greylock Partners, known for investing in enterprise software and infrastructure startups.
  • 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. Stephen Wang
    Stephen Wang is an entrepreneur best known as a co-founder of the film and television review aggregation website Rotten Tomatoes.
  • 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: Charlie Wu
Triple: [Harry Shum Jr., playedCharacter, Charlie Wu]
Generated description
Charlie Wu is a fictional character from the "Crazy Rich Asians" series, known as Astrid Leong’s wealthy and charming ex-boyfriend.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlie Wu
Target entity description: Charlie Wu is a fictional character from the "Crazy Rich Asians" series, known as Astrid Leong’s wealthy and charming ex-boyfriend.
  • A. Jamie Chen
    Jamie Chen is known as the spouse of Steve Chen, the co-founder of YouTube.
  • B. Roger Yuan
    Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
  • C. Jerry Chen
    Jerry Chen is a prominent venture capitalist and general partner at Greylock Partners, known for investing in enterprise software and infrastructure startups.
  • 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. Stephen Wang
    Stephen Wang is an entrepreneur best known as a co-founder of the film and television review aggregation website Rotten Tomatoes.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757f571881908015fe68df2a5e69 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff769d305881908791ffcb0a30ee35 completed May 9, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff770b73d48190a422a0760c03f763 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.