Triple

T10916997
Position Surface form Disambiguated ID Type / Status
Subject Michelle Yeoh E257849 entity
Predicate notableWork P4 FINISHED
Object Yes, Madam!
Yes, Madam! is a 1985 Hong Kong action film renowned for its pioneering "girls with guns" genre and for featuring Michelle Yeoh in one of her early breakout roles.
E894402 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: Yes, Madam! | Statement: [Michelle Yeoh, notableWork, Yes, Madam!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yes, Madam!
Context triple: [Michelle Yeoh, notableWork, Yes, Madam!]
  • A. Madam
    "Madam" is a formal term of address for a woman, often used to show respect or politeness in social, professional, or official contexts.
  • B. Madame
    Madame was the popular nickname of Henrietta of England, Duchess of Orléans, a 17th-century English princess who became a prominent figure at the French court of Louis XIV.
  • C. Madame
    Madame is a French honorific title historically used for high-ranking women, particularly married women of the nobility or royalty.
  • D. Call Me Madam
    Call Me Madam is a 1950 Broadway musical comedy, with music and lyrics by Irving Berlin, that satirizes American politics and diplomacy through the story of a brash Washington socialite-turned-ambassador.
  • E. Pygmalion
    Pygmalion is a celebrated stage play by George Bernard Shaw that satirizes class distinctions through the transformation of a Cockney flower girl into a refined lady under the tutelage of a phonetics professor.
  • 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: Yes, Madam!
Triple: [Michelle Yeoh, notableWork, Yes, Madam!]
Generated description
Yes, Madam! is a 1985 Hong Kong action film renowned for its pioneering "girls with guns" genre and for featuring Michelle Yeoh in one of her early breakout roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yes, Madam!
Target entity description: Yes, Madam! is a 1985 Hong Kong action film renowned for its pioneering "girls with guns" genre and for featuring Michelle Yeoh in one of her early breakout roles.
  • A. Madam
    "Madam" is a formal term of address for a woman, often used to show respect or politeness in social, professional, or official contexts.
  • B. Madame
    Madame was the popular nickname of Henrietta of England, Duchess of Orléans, a 17th-century English princess who became a prominent figure at the French court of Louis XIV.
  • C. Madame
    Madame is a French honorific title historically used for high-ranking women, particularly married women of the nobility or royalty.
  • D. Call Me Madam
    Call Me Madam is a 1950 Broadway musical comedy, with music and lyrics by Irving Berlin, that satirizes American politics and diplomacy through the story of a brash Washington socialite-turned-ambassador.
  • E. Pygmalion
    Pygmalion is a celebrated stage play by George Bernard Shaw that satirizes class distinctions through the transformation of a Cockney flower girl into a refined lady under the tutelage of a phonetics professor.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7707deb608190903b1066e19600d3 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216fca9f48190b02e8c13b8f428bf completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.