Triple

T9452068
Position Surface form Disambiguated ID Type / Status
Subject Crazy Rich Asians E227916 entity
Predicate mainCharacter P1183 FINISHED
Object Rachel Chu
Rachel Chu is a Chinese-American economics professor who discovers her boyfriend comes from an ultra-wealthy Singaporean family in the romantic comedy novel and film "Crazy Rich Asians."
E801287 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: Rachel Chu | Statement: [Crazy Rich Asians, mainCharacter, Rachel Chu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rachel Chu
Context triple: [Crazy Rich Asians, mainCharacter, Rachel Chu]
  • A. Paris Geller
    Paris Geller is an ambitious, hyper-competitive, and sharp-tongued overachiever who becomes one of Rory Gilmore’s closest friends and rivals in the television series "Gilmore Girls."
  • B. Mai Henry
    Mai Henry is the former wife of American businessman and sports team owner John W. Henry.
  • C. Christina Chang
    Christina Chang is a Taiwanese-American actress best known for her role as Dr. Audrey Lim on the medical drama series "The Good Doctor."
  • D. Andrea Sachs
    Andrea Sachs is the ambitious young journalist who becomes the overworked assistant to powerful fashion editor Miranda Priestly in "The Devil Wears Prada."
  • E. Janet Yang
    Janet Yang is an American film producer known for her work on acclaimed movies such as "The Joy Luck Club" and collaborations with prominent directors like Steven Spielberg and Oliver Stone.
  • 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: Rachel Chu
Triple: [Crazy Rich Asians, mainCharacter, Rachel Chu]
Generated description
Rachel Chu is a Chinese-American economics professor who discovers her boyfriend comes from an ultra-wealthy Singaporean family in the romantic comedy novel and film "Crazy Rich Asians."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rachel Chu
Target entity description: Rachel Chu is a Chinese-American economics professor who discovers her boyfriend comes from an ultra-wealthy Singaporean family in the romantic comedy novel and film "Crazy Rich Asians."
  • A. Paris Geller
    Paris Geller is an ambitious, hyper-competitive, and sharp-tongued overachiever who becomes one of Rory Gilmore’s closest friends and rivals in the television series "Gilmore Girls."
  • B. Mai Henry
    Mai Henry is the former wife of American businessman and sports team owner John W. Henry.
  • C. Christina Chang
    Christina Chang is a Taiwanese-American actress best known for her role as Dr. Audrey Lim on the medical drama series "The Good Doctor."
  • D. Andrea Sachs
    Andrea Sachs is the ambitious young journalist who becomes the overworked assistant to powerful fashion editor Miranda Priestly in "The Devil Wears Prada."
  • E. Janet Yang
    Janet Yang is an American film producer known for her work on acclaimed movies such as "The Joy Luck Club" and collaborations with prominent directors like Steven Spielberg and Oliver Stone.
  • 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_69ca8439f8bc8190997f2ef40c9f0bc2 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f6796d8819088cbecc0588ae5fc completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12272a2dc8190892a22db0799b6a4 completed April 4, 2026, 2:38 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:52 p.m.