Triple

T2385707
Position Surface form Disambiguated ID Type / Status
Subject Martine McCutcheon E48816 entity
Predicate theatreRole P12691 FINISHED
Object Eliza Doolittle
Eliza Doolittle is the spirited Cockney flower girl who becomes the central subject of a phonetic and social transformation in George Bernard Shaw’s play "Pygmalion" and its musical adaptation "My Fair Lady."
E260461 NE FINISHED

How this triple was built (5 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: Eliza Doolittle | Statement: [Martine McCutcheon, theatreRole, Eliza Doolittle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eliza Doolittle
Context triple: [Martine McCutcheon, theatreRole, Eliza Doolittle]
  • A. Polly Maberly
    Polly Maberly is an English actress best known for playing Kitty Bennet in the BBC’s 1995 adaptation of "Pride and Prejudice."
  • B. Eliza
    Eliza is a feminine given name of Hebrew origin, often considered a shortened form of Elizabeth and commonly used in English-speaking countries.
  • C. Gwendolen
    Gwendolen is the given name of Gwen Raverat, a notable British wood engraver and granddaughter of Charles Darwin.
  • D. Lucy Carmichael
    Lucy Carmichael is the zany, well-meaning, and accident-prone protagonist played by Lucille Ball in the classic American sitcom "The Lucy Show."
  • E. Mary Tuffley
    Mary Tuffley was the wife of English writer Daniel Defoe, known primarily through her marriage to the famed author of "Robinson Crusoe."
  • 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: Eliza Doolittle
Triple: [Martine McCutcheon, theatreRole, Eliza Doolittle]
Generated description
Eliza Doolittle is the spirited Cockney flower girl who becomes the central subject of a phonetic and social transformation in George Bernard Shaw’s play "Pygmalion" and its musical adaptation "My Fair Lady."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eliza Doolittle
Target entity description: Eliza Doolittle is the spirited Cockney flower girl who becomes the central subject of a phonetic and social transformation in George Bernard Shaw’s play "Pygmalion" and its musical adaptation "My Fair Lady."
  • A. Polly Maberly
    Polly Maberly is an English actress best known for playing Kitty Bennet in the BBC’s 1995 adaptation of "Pride and Prejudice."
  • B. Eliza
    Eliza is a feminine given name of Hebrew origin, often considered a shortened form of Elizabeth and commonly used in English-speaking countries.
  • C. Gwendolen
    Gwendolen is the given name of Gwen Raverat, a notable British wood engraver and granddaughter of Charles Darwin.
  • D. Lucy Carmichael
    Lucy Carmichael is the zany, well-meaning, and accident-prone protagonist played by Lucille Ball in the classic American sitcom "The Lucy Show."
  • E. Mary Tuffley
    Mary Tuffley was the wife of English writer Daniel Defoe, known primarily through her marriage to the famed author of "Robinson Crusoe."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: theatreRole
Context triple: [Martine McCutcheon, theatreRole, Eliza Doolittle]
  • A. musicalRole
    Indicates the specific function or part an entity performs within a musical context, such as in a performance, composition, or ensemble.
  • B. dramaticRole chosen
    Indicates that one entity serves as a character or part played by another entity within a dramatic or theatrical work.
  • C. actingRoleType
    Indicates the specific type or category of role an entity performs when acting in a particular capacity or function.
  • D. roleInScene
    Indicates that an entity participates in a particular scene with a specific role or function within that scene.
  • E. danceRole
    Indicates that one entity has a specific role or function within a dance performed with or in relation to another entity.
  • F. None of above.

Provenance (6 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_69a88aa5f63081908d07fd302029fcbd completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc7d8a918819089a210e74e13be6e completed March 7, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8bae2ec8190962479832bf7762e completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aeab4258f88190a7a009d0fa501dd4 completed March 9, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69aeaba59cd08190981af351019b3e81 completed March 9, 2026, 11:14 a.m.
PD Predicate disambiguation batch_69abc59f73f08190924a36d7d475d8f4 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:57 p.m.