Triple

T10846727
Position Surface form Disambiguated ID Type / Status
Subject Wai Ching Ho E256030 entity
Predicate characterPortrayed P1507 FINISHED
Object Madame Gao
Madame Gao is a powerful and enigmatic crime boss in the Marvel Netflix series, known for her deep connections to the Hand and her influence over New York’s criminal underworld.
E889668 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: Madame Gao | Statement: [Wai Ching Ho, characterPortrayed, Madame Gao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame Gao
Context triple: [Wai Ching Ho, characterPortrayed, Madame Gao]
  • A. Mrs. Gao
    Mrs. Gao is a traditional, strong-willed Taiwanese mother whose expectations and cultural values drive much of the emotional conflict in Ang Lee’s film "The Wedding Banquet."
  • B. Madame Peng
    Madame Peng is the honorific name commonly used for Peng Liyuan, a renowned Chinese soprano and the wife of Chinese leader Xi Jinping.
  • C. Madame Liu-Tsong
    Madame Liu-Tsong, better known as Anna May Wong, was a pioneering Chinese American film and television actress who became Hollywood’s first major Asian American movie star in the early 20th century.
  • D. Mr. Gao
    Mr. Gao is the central protagonist of Ang Lee’s film "The Wedding Banquet," a Taiwanese immigrant in New York who stages a sham marriage to satisfy his traditional parents while secretly living with his male partner.
  • E. Lady Chen
    Lady Chen was the mother of the Hongwu Emperor, founder of China’s Ming dynasty, and is remembered primarily for her role as the imperial matriarch of that ruling house.
  • 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: Madame Gao
Triple: [Wai Ching Ho, characterPortrayed, Madame Gao]
Generated description
Madame Gao is a powerful and enigmatic crime boss in the Marvel Netflix series, known for her deep connections to the Hand and her influence over New York’s criminal underworld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame Gao
Target entity description: Madame Gao is a powerful and enigmatic crime boss in the Marvel Netflix series, known for her deep connections to the Hand and her influence over New York’s criminal underworld.
  • A. Mrs. Gao
    Mrs. Gao is a traditional, strong-willed Taiwanese mother whose expectations and cultural values drive much of the emotional conflict in Ang Lee’s film "The Wedding Banquet."
  • B. Madame Peng
    Madame Peng is the honorific name commonly used for Peng Liyuan, a renowned Chinese soprano and the wife of Chinese leader Xi Jinping.
  • C. Madame Liu-Tsong
    Madame Liu-Tsong, better known as Anna May Wong, was a pioneering Chinese American film and television actress who became Hollywood’s first major Asian American movie star in the early 20th century.
  • D. Mr. Gao
    Mr. Gao is the central protagonist of Ang Lee’s film "The Wedding Banquet," a Taiwanese immigrant in New York who stages a sham marriage to satisfy his traditional parents while secretly living with his male partner.
  • E. Lady Chen
    Lady Chen was the mother of the Hongwu Emperor, founder of China’s Ming dynasty, and is remembered primarily for her role as the imperial matriarch of that ruling house.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75113bc188190ac78df0c51d95de6 completed April 9, 2026, 7:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb162d718819081fbc3a082672b4f completed April 14, 2026, 9:28 p.m.
NEDg Description generation batch_69dec255abb08190bf93573c41aa35e9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec7c48c3c81909365b901830f0906 completed April 14, 2026, 11:03 p.m.
Created at: April 8, 2026, 9:20 p.m.