Triple

T20416026
Position Surface form Disambiguated ID Type / Status
Subject Princess of France E500713 entity
Predicate appearsInAct P795 FINISHED
Object Act III of Love's Labour's Lost
Act III of Love's Labour's Lost is a pivotal middle act of Shakespeare’s comedy in which the Princess of France and her ladies deepen the play’s witty negotiations of love, language, and political diplomacy with the King of Navarre and his lords.
E116963 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 Love's Labour's Lost | Statement: [Princess of France, appearsInAct, Act III of Love's Labour's Lost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act III of Love's Labour's Lost
Context triple: [Princess of France, appearsInAct, Act III of Love's Labour's Lost]
  • A. Love's Labour's Lost
    Love's Labour's Lost is a comedic play by William Shakespeare that satirizes courtly love and intellectual pretension through witty wordplay and romantic misadventures.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Love's Labour's Lost
Triple: [Princess of France, appearsInAct, Act III of Love's Labour's Lost]
Generated description
Act III of Love's Labour's Lost is a pivotal middle act of Shakespeare’s comedy in which the Princess of France and her ladies deepen the play’s witty negotiations of love, language, and political diplomacy with the King of Navarre and his lords.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act III of Love's Labour's Lost
Target entity description: Act III of Love's Labour's Lost is a pivotal middle act of Shakespeare’s comedy in which the Princess of France and her ladies deepen the play’s witty negotiations of love, language, and political diplomacy with the King of Navarre and his lords.
  • A. Love's Labour's Lost chosen
    Love's Labour's Lost is a comedic play by William Shakespeare that satirizes courtly love and intellectual pretension through witty wordplay and romantic misadventures.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69e67a4437448190b07b6e6e3de5830f completed April 20, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893a1996481909cffd0558181cf40 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a0894dc926081908c1c6d0b1c8192c7 completed May 16, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_6a08954be2688190a51911d6922a6413 completed May 16, 2026, 4:03 p.m.
Created at: April 16, 2026, 11:30 a.m.