Triple

T3993257
Position Surface form Disambiguated ID Type / Status
Subject Everything Everywhere All at Once E87040 entity
Predicate starring P1507 FINISHED
Object Stephanie Hsu
Stephanie Hsu is an American actress best known for her acclaimed, genre-bending performance as Joy/Jobu Tupaki in the film "Everything Everywhere All at Once."
E407107 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: Stephanie Hsu | Statement: [Everything Everywhere All at Once, starring, Stephanie Hsu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephanie Hsu
Context triple: [Everything Everywhere All at Once, starring, Stephanie Hsu]
  • A. Ming-Na Wen
    Ming-Na Wen is a Chinese-American actress best known for her roles in projects like ER, Agents of S.H.I.E.L.D., and various Disney productions.
  • B. Zoë Chao
    Zoë Chao is an American actress and writer known for her work in film and television, including prominent roles in indie comedies and streaming series.
  • C. Lisa Ling
    Lisa Ling is an American journalist, television presenter, and author known for her in-depth reporting and documentary work on social, cultural, and global issues.
  • D. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • E. Jamie Chung
    Jamie Chung is an American actress and former reality television personality known for roles in films like "Sucker Punch," "The Hangover Part II," and the TV series "Once Upon a Time."
  • 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: Stephanie Hsu
Triple: [Everything Everywhere All at Once, starring, Stephanie Hsu]
Generated description
Stephanie Hsu is an American actress best known for her acclaimed, genre-bending performance as Joy/Jobu Tupaki in the film "Everything Everywhere All at Once."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephanie Hsu
Target entity description: Stephanie Hsu is an American actress best known for her acclaimed, genre-bending performance as Joy/Jobu Tupaki in the film "Everything Everywhere All at Once."
  • A. Ming-Na Wen
    Ming-Na Wen is a Chinese-American actress best known for her roles in projects like ER, Agents of S.H.I.E.L.D., and various Disney productions.
  • B. Zoë Chao
    Zoë Chao is an American actress and writer known for her work in film and television, including prominent roles in indie comedies and streaming series.
  • C. Lisa Ling
    Lisa Ling is an American journalist, television presenter, and author known for her in-depth reporting and documentary work on social, cultural, and global issues.
  • D. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • E. Jamie Chung
    Jamie Chung is an American actress and former reality television personality known for roles in films like "Sucker Punch," "The Hangover Part II," and the TV series "Once Upon a Time."
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa1d9d8c8190982d092a73d38564 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c50f348819090ebfd8b5192c819 completed March 14, 2026, 11:53 a.m.
NEDg Description generation batch_69b550142cb88190b797ea327cff136e completed March 14, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69b5507641408190ab3407faf0aee807 completed March 14, 2026, 12:11 p.m.
Created at: March 9, 2026, 3:33 p.m.