Triple

T10974607
Position Surface form Disambiguated ID Type / Status
Subject Don John E259334 entity
Predicate appearsInAct P795 FINISHED
Object 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.
E899305 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 Much Ado About Nothing | Statement: [Don John, appearsInAct, Act IV of Much Ado About Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act IV of Much Ado About Nothing
Context triple: [Don John, appearsInAct, Act IV of Much Ado About Nothing]
  • 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 II of Much Ado About Nothing
    Act II of Much Ado About Nothing is the pivotal early act of Shakespeare’s comedy in which masked revelry, sharp-witted banter, and emerging schemes set the stage for both romantic misunderstandings and darker deceptions.
  • C. Much Ado About Nothing
    Much Ado About Nothing is a comedic play by William Shakespeare that centers on witty banter, romantic misunderstandings, and schemes involving two couples in the Italian town of Messina.
  • D. Act IV
    Act IV is a segment of Goethe’s dramatic poem "Faust, Part Two," in which Faust’s story advances through political intrigue and imperial power struggles.
  • E. Act IV
    Act IV is a dramatic segment of John Bunyan’s allegorical work "The Pilgrim’s Progress," depicting a later stage in the protagonist’s spiritual journey toward salvation.
  • 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 Much Ado About Nothing
Triple: [Don John, appearsInAct, Act IV of Much Ado About Nothing]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act IV of Much Ado About Nothing
Target entity description: 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.
  • 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 II of Much Ado About Nothing
    Act II of Much Ado About Nothing is the pivotal early act of Shakespeare’s comedy in which masked revelry, sharp-witted banter, and emerging schemes set the stage for both romantic misunderstandings and darker deceptions.
  • C. Much Ado About Nothing
    Much Ado About Nothing is a comedic play by William Shakespeare that centers on witty banter, romantic misunderstandings, and schemes involving two couples in the Italian town of Messina.
  • D. Act IV
    Act IV is a segment of Goethe’s dramatic poem "Faust, Part Two," in which Faust’s story advances through political intrigue and imperial power struggles.
  • E. Act IV
    Act IV is a pivotal section of a play in which major conflicts escalate and key turning points occur, often setting up the resolution that follows.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f3794c8190b1992b4695139b62 completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3743d16ac81909c2d4eb11713512b completed April 18, 2026, 12:08 p.m.
NEDg Description generation batch_69e378dcc92c8190952d4acfee2a309c completed April 18, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69e37be75a588190abb9569ef1e87279 completed April 18, 2026, 12:41 p.m.
Created at: April 8, 2026, 9:24 p.m.