Triple

T14323915
Position Surface form Disambiguated ID Type / Status
Subject The Joy Luck Club E355165 entity
Predicate featuresCharacter P626 FINISHED
Object An-Mei Hsu
An-Mei Hsu is a central Chinese immigrant mother in Amy Tan’s novel "The Joy Luck Club," whose traumatic past in China and complex relationship with her daughter explore themes of sacrifice, cultural identity, and mother-daughter bonds.
E1095914 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: An-Mei Hsu | Statement: [The Joy Luck Club, featuresCharacter, An-Mei Hsu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: An-Mei Hsu
Context triple: [The Joy Luck Club, featuresCharacter, An-Mei Hsu]
  • A. Rosalie Chiang
    Rosalie Chiang is an American actress best known for voicing the main character, Meilin "Mei" Lee, in Pixar's animated film "Turning Red."
  • B. Meilin "Mei" Lee
    Meilin "Mei" Lee is the energetic 13-year-old Chinese-Canadian girl in Pixar's "Turning Red" who transforms into a giant red panda whenever her emotions become overwhelming.
  • C. Nancy Hsueh
    Nancy Hsueh was an American actress of Chinese descent known for her film and television roles in the 1960s and 1970s, including appearances in works that explored Asian American identity.
  • D. Fay Chang
    Fay Chang is a computer scientist known for co-authoring the influential Google Bigtable paper on large-scale distributed storage systems.
  • E. Brenda Hsueh
    Brenda Hsueh is a Canadian screenwriter and producer known for her work in television comedy and animation, including contributing to major studio projects.
  • 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: An-Mei Hsu
Triple: [The Joy Luck Club, featuresCharacter, An-Mei Hsu]
Generated description
An-Mei Hsu is a central Chinese immigrant mother in Amy Tan’s novel "The Joy Luck Club," whose traumatic past in China and complex relationship with her daughter explore themes of sacrifice, cultural identity, and mother-daughter bonds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: An-Mei Hsu
Target entity description: An-Mei Hsu is a central Chinese immigrant mother in Amy Tan’s novel "The Joy Luck Club," whose traumatic past in China and complex relationship with her daughter explore themes of sacrifice, cultural identity, and mother-daughter bonds.
  • A. Rosalie Chiang
    Rosalie Chiang is an American actress best known for voicing the main character, Meilin "Mei" Lee, in Pixar's animated film "Turning Red."
  • B. Meilin "Mei" Lee
    Meilin "Mei" Lee is the energetic 13-year-old Chinese-Canadian girl in Pixar's "Turning Red" who transforms into a giant red panda whenever her emotions become overwhelming.
  • C. Nancy Hsueh
    Nancy Hsueh was an American actress of Chinese descent known for her film and television roles in the 1960s and 1970s, including appearances in works that explored Asian American identity.
  • D. Fay Chang
    Fay Chang is a computer scientist known for co-authoring the influential Google Bigtable paper on large-scale distributed storage systems.
  • E. Brenda Hsueh
    Brenda Hsueh is a Canadian screenwriter and producer known for her work in television comedy and animation, including contributing to major studio projects.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de883d1de88190a1e2bf2f1b692197 completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c394d288190bee966a4e4b3ec58 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4e4bae188190a8d1c5b833d58cd8 completed May 8, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f5782b4819081d32dbef032ac61 completed May 8, 2026, 2:49 a.m.
Created at: April 10, 2026, 1:13 a.m.