Triple

T1108637
Position Surface form Disambiguated ID Type / Status
Subject Barbie (2023 film) E25542 entity
Predicate starring P1507 FINISHED
Object Simu Liu
Simu Liu is a Chinese Canadian actor best known for starring as the Marvel superhero Shang-Chi and appearing in the sitcom "Kim's Convenience" and the film "Barbie."
E126872 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: Simu Liu | Statement: [Barbie (2023 film), starring, Simu Liu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Simu Liu
Context triple: [Barbie (2023 film), starring, Simu Liu]
  • A. John Cho
    John Cho is a Korean American actor best known for his roles in the "Harold & Kumar" comedy series and as Hikaru Sulu in the rebooted "Star Trek" film franchise.
  • B. Jamie Chen
    Jamie Chen is known as the spouse of Steve Chen, the co-founder of YouTube.
  • C. Andre Holland
    Andre Holland is an American actor known for his nuanced performances in films like "Moonlight" and "Selma" and the TV series "The Knick."
  • D. Ke Huy Quan
    Ke Huy Quan is a Vietnamese-American actor and former child star best known for his comeback role in "Everything Everywhere All at Once," which earned him widespread critical acclaim and major awards.
  • E. Tom Holland
    Tom Holland is an English actor best known for portraying Spider-Man in the Marvel Cinematic Universe and for roles in films such as "The Impossible" and "The Lost City of Z."
  • 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: Simu Liu
Triple: [Barbie (2023 film), starring, Simu Liu]
Generated description
Simu Liu is a Chinese Canadian actor best known for starring as the Marvel superhero Shang-Chi and appearing in the sitcom "Kim's Convenience" and the film "Barbie."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Simu Liu
Target entity description: Simu Liu is a Chinese Canadian actor best known for starring as the Marvel superhero Shang-Chi and appearing in the sitcom "Kim's Convenience" and the film "Barbie."
  • A. John Cho
    John Cho is a Korean American actor best known for his roles in the "Harold & Kumar" comedy series and as Hikaru Sulu in the rebooted "Star Trek" film franchise.
  • B. Jamie Chen
    Jamie Chen is known as the spouse of Steve Chen, the co-founder of YouTube.
  • C. Andre Holland
    Andre Holland is an American actor known for his nuanced performances in films like "Moonlight" and "Selma" and the TV series "The Knick."
  • D. Ke Huy Quan
    Ke Huy Quan is a Vietnamese-American actor and former child star best known for his comeback role in "Everything Everywhere All at Once," which earned him widespread critical acclaim and major awards.
  • E. Tom Holland
    Tom Holland is an English actor best known for portraying Spider-Man in the Marvel Cinematic Universe and for roles in films such as "The Impossible" and "The Lost City of Z."
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9e6134481909f348986a25f65c6 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c4f65888190b48c2d220e62a26b completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac500036f48190bab0bf4e07d5c9ae completed March 7, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac508ca8e48190bfea6ad9b6920e78 completed March 7, 2026, 4:21 p.m.
Created at: March 1, 2026, 7:43 p.m.