Triple

T20415777
Position Surface form Disambiguated ID Type / Status
Subject Gremio E500707 entity
Predicate appearsInAct P795 FINISHED
Object 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.
E1430374 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: Act IV of The Taming of the Shrew | Statement: [Gremio, appearsInAct, Act IV of The Taming of the Shrew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act IV of The Taming of the Shrew
Context triple: [Gremio, appearsInAct, Act IV of The Taming of the Shrew]
  • A. 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.
  • B. Act IV of Much Ado About Nothing
    Act IV of Much Ado About Nothing is the pivotal act in Shakespeare’s comedy where Don John’s deceit culminates in the disastrous wedding scene, leading to Hero’s public shaming and the play’s darkest emotional turn.
  • C. Act III of Much Ado About Nothing
    Act III of Much Ado About Nothing is a pivotal section of Shakespeare’s comedy in which deception intensifies, romantic misunderstandings deepen, and Don John’s villainous plot against Claudio and Hero moves toward its crisis.
  • D. Act 4 of The Merchant of Venice
    Act 4 of *The Merchant of Venice* is the pivotal courtroom scene in which the conflict over Antonio’s bond with Shylock reaches its dramatic legal and moral climax.
  • E. Act 3 of The Merchant of Venice
    Act 3 of *The Merchant of Venice* is the pivotal section of Shakespeare’s play in which the bond plot and the fates of Antonio, Bassanio, and Shylock intensify toward the climactic trial.
  • 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: Act IV of The Taming of the Shrew
Triple: [Gremio, appearsInAct, Act IV of The Taming of the Shrew]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act IV of The Taming of the Shrew
Target entity description: 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.
  • A. 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.
  • B. Act IV of Much Ado About Nothing
    Act IV of Much Ado About Nothing is the pivotal act in Shakespeare’s comedy where Don John’s deceit culminates in the disastrous wedding scene, leading to Hero’s public shaming and the play’s darkest emotional turn.
  • C. Act III of Much Ado About Nothing
    Act III of Much Ado About Nothing is a pivotal section of Shakespeare’s comedy in which deception intensifies, romantic misunderstandings deepen, and Don John’s villainous plot against Claudio and Hero moves toward its crisis.
  • D. Act 4 of The Merchant of Venice
    Act 4 of *The Merchant of Venice* is the pivotal courtroom scene in which the conflict over Antonio’s bond with Shylock reaches its dramatic legal and moral climax.
  • E. Act 3 of The Merchant of Venice
    Act 3 of *The Merchant of Venice* is the pivotal section of Shakespeare’s play in which the bond plot and the fates of Antonio, Bassanio, and Shylock intensify toward the climactic trial.
  • 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_69e0b4a935588190b9446a99b37ced44 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67a437eec8190a20c89a236dd5bc0 completed April 20, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883f006748190ac1c516e9623637e completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a08844e244081909fe8b2dc54e3a8fc completed May 16, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_6a0884b3fe308190b3d2e7e2db5c3493 completed May 16, 2026, 2:52 p.m.
Created at: April 16, 2026, 11:30 a.m.