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.