Triple

T20415776
Position Surface form Disambiguated ID Type / Status
Subject Gremio E500707 entity
Predicate appearsInAct P795 FINISHED
Object 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.
E1428874 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 III of The Taming of the Shrew | Statement: [Gremio, appearsInAct, Act III of The Taming of the Shrew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act III of The Taming of the Shrew
Context triple: [Gremio, appearsInAct, Act III of The Taming of the Shrew]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Act III of As You Like It
    Act III of *As You Like It* is the pivotal middle section of Shakespeare’s pastoral comedy in which romantic entanglements deepen, disguises complicate relationships, and key comic and philosophical characters further develop the play’s themes of love and identity in the Forest of Arden.
  • 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 III of The Taming of the Shrew
Triple: [Gremio, appearsInAct, Act III of The Taming of the Shrew]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act III of The Taming of the Shrew
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Act III of As You Like It
    Act III of *As You Like It* is the pivotal middle section of Shakespeare’s pastoral comedy in which romantic entanglements deepen, disguises complicate relationships, and key comic and philosophical characters further develop the play’s themes of love and identity in the Forest of Arden.
  • 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_6a087b284bb8819090f76ec27116c619 completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088017be588190ab94b8180e44ebf4 completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880c45e1081908f439ade0c31a47e completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:30 a.m.