Triple

T20415755
Position Surface form Disambiguated ID Type / Status
Subject Lucentio E500706 entity
Predicate revealsIdentityIn P9236 FINISHED
Object The Taming of the Shrew, Act V NE NERFINISHED

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: The Taming of the Shrew, Act V | Statement: [Lucentio, revealsIdentityIn, The Taming of the Shrew, Act V]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Taming of the Shrew, Act V
Context triple: [Lucentio, revealsIdentityIn, The Taming of the Shrew, Act V]
  • A. Act 1 of The Taming of the Shrew
    Act 1 of *The Taming of the Shrew* is the opening act of Shakespeare’s comedy that establishes the central conflict between the suitors of the mild Bianca and the problem of marrying off her sharp-tongued sister Katherina.
  • B. Act III of The Taming of the Shrew
    Act III of The Taming of the Shrew is a pivotal act in Shakespeare’s comedy where the courtship plots intensify and key comic confrontations advance the play’s themes of marriage, disguise, and power.
  • C. Act IV of The Taming of the Shrew
    Act IV of *The Taming of the Shrew* is the pivotal section of Shakespeare’s comedy in which Petruchio begins his extreme “taming” of Katherina while the subplot of Bianca’s suitors advances toward its resolution.
  • D. Act II of The Taming of the Shrew
    Act II of *The Taming of the Shrew* is a pivotal early act in Shakespeare’s comedy that escalates the central conflicts through sharp verbal sparring, evolving courtship schemes, and the deepening of the play’s themes of gender roles and social performance.
  • E. The Taming of the Shrew
    The Taming of the Shrew is a comedic play by William Shakespeare that explores themes of marriage, gender roles, and social hierarchy through the contentious courtship of the strong-willed Katherina and the domineering Petruchio.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Taming of the Shrew, Act V
Target entity description: The Taming of the Shrew, Act V is the final act of Shakespeare’s comedy in which disguises are cast off, marriages are confirmed, and the play’s central power dynamics between husbands and wives are dramatically tested and resolved.
  • A. Act 1 of The Taming of the Shrew
    Act 1 of *The Taming of the Shrew* is the opening act of Shakespeare’s comedy that establishes the central conflict between the suitors of the mild Bianca and the problem of marrying off her sharp-tongued sister Katherina.
  • B. Act III of The Taming of the Shrew
    Act III of The Taming of the Shrew is a pivotal act in Shakespeare’s comedy where the courtship plots intensify and key comic confrontations advance the play’s themes of marriage, disguise, and power.
  • C. Act IV of The Taming of the Shrew
    Act IV of *The Taming of the Shrew* is the pivotal section of Shakespeare’s comedy in which Petruchio begins his extreme “taming” of Katherina while the subplot of Bianca’s suitors advances toward its resolution.
  • D. Act II of The Taming of the Shrew
    Act II of *The Taming of the Shrew* is a pivotal early act in Shakespeare’s comedy that escalates the central conflicts through sharp verbal sparring, evolving courtship schemes, and the deepening of the play’s themes of gender roles and social performance.
  • E. The Taming of the Shrew
    The Taming of the Shrew is a comedic play by William Shakespeare that explores themes of marriage, gender roles, and social hierarchy through the contentious courtship of the strong-willed Katherina and the domineering Petruchio.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: revealsIdentityIn
Context triple: [Lucentio, revealsIdentityIn, The Taming of the Shrew, Act V]
  • A. revealsPastIdentityTo
    Indicates that one entity discloses or makes known another entity’s former or previously hidden identity to someone.
  • B. identityRevealedIn chosen
    Indicates that an entity’s true identity becomes known or disclosed within a specified context, source, or situation.
  • C. helpedRevealIdentityOf
    Indicates that one entity contributed to uncovering or making known the identity of another entity.
  • D. unawareOfTrueIdentityOf
    Indicates that one entity does not know or recognize the real or actual identity of another entity.
  • E. appearsInIdentity
    Indicates that an entity is featured, referenced, or plays a role within a particular identity or identity-related context.
  • F. None of above.

Provenance (3 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_69e0b4a935588190b9446a99b37ced44 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67a437eec8190a20c89a236dd5bc0 completed April 20, 2026, 7:10 p.m.
PD Predicate disambiguation batch_69e5766df0008190a73c4f613c29678f completed April 20, 2026, 12:42 a.m.
Created at: April 16, 2026, 11:30 a.m.