Triple

T16105999
Position Surface form Disambiguated ID Type / Status
Subject Saving Face E390739 entity
Predicate mainCharacter P1183 FINISHED
Object Vivian Shing
Vivian Shing is the young Chinese-American surgeon at the heart of the romantic comedy-drama film "Saving Face," navigating cultural expectations, family pressures, and her own sexuality.
 E1198471 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: Vivian Shing | Statement: [Saving Face, mainCharacter, Vivian Shing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vivian Shing
Context triple: [Saving Face, mainCharacter, Vivian Shing]
  • A. Vivian Chan
    Vivian Chan is a personal name shared by multiple individuals, including professionals in fields such as science, media, and business.
  • B. Vivian Chow
    Vivian Chow is a Hong Kong Cantopop singer and actress who rose to fame in the late 1980s and 1990s and became known as one of the era’s most popular idols.
  • C. Shirley Chan
    Shirley Chan is a cinematographer best known for her work on the independent crime-drama film "Better Luck Tomorrow."
  • D. Cindy Cheung
    Cindy Cheung is an American actress known for her work in independent films and television, often appearing in character-driven dramas and comedies.
  • E. Vicki Wong
    Vicki Wong is an author and illustrator best known for creating the popular children's book series that inspired the animated television show "The Octonauts."
  • 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: Vivian Shing
Triple: [Saving Face, mainCharacter, Vivian Shing]
Generated description
Vivian Shing is the young Chinese-American surgeon at the heart of the romantic comedy-drama film "Saving Face," navigating cultural expectations, family pressures, and her own sexuality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vivian Shing
Target entity description: Vivian Shing is the young Chinese-American surgeon at the heart of the romantic comedy-drama film "Saving Face," navigating cultural expectations, family pressures, and her own sexuality.
  • A. Vivian Chan
    Vivian Chan is a personal name shared by multiple individuals, including professionals in fields such as science, media, and business.
  • B. Vivian Chow
    Vivian Chow is a Hong Kong Cantopop singer and actress who rose to fame in the late 1980s and 1990s and became known as one of the era’s most popular idols.
  • C. Shirley Chan
    Shirley Chan is a cinematographer best known for her work on the independent crime-drama film "Better Luck Tomorrow."
  • D. Cindy Cheung
    Cindy Cheung is an American actress known for her work in independent films and television, often appearing in character-driven dramas and comedies.
  • E. Vicki Wong
    Vicki Wong is an author and illustrator best known for creating the popular children's book series that inspired the animated television show "The Octonauts."
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6d81d081909e1315f4dbfd7369 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69fffeed4e008190b1e8d924b9dc9d37 completed May 10, 2026, 3:43 a.m.
NEDg Description generation batch_69ffff8ddb04819091d2261acf823d3c completed May 10, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69ffffdb48788190879e733d46393529 completed May 10, 2026, 3:47 a.m.
Created at: April 10, 2026, 5 a.m.