Triple

T10974694
Position Surface form Disambiguated ID Type / Status
Subject Dogberry E259336 entity
Predicate appearsInAct P795 FINISHED
Object Act V of Much Ado About Nothing
Act V of Much Ado About Nothing is the play’s concluding act, in which misunderstandings are resolved, villains exposed, and the dual romances of Benedick and Beatrice and Claudio and Hero are finally brought to a comic, celebratory close.
E240545 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 V of Much Ado About Nothing | Statement: [Dogberry, appearsInAct, Act V of Much Ado About Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act V of Much Ado About Nothing
Context triple: [Dogberry, appearsInAct, Act V of Much Ado About Nothing]
  • A. 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.
  • B. Further Ado
    Further Ado is a jazz album by saxophonist Greg Osby, showcasing his modern, exploratory approach to post-bop and contemporary jazz composition and improvisation.
  • C. Act V
    Act V is the final section of Goethe’s "Faust, Part Two," in which the drama reaches its spiritual and philosophical climax and Faust’s ultimate fate is decided.
  • D. Act V
    Act V is the final act of Johann Wolfgang von Goethe’s historical drama "Götz von Berlichingen," in which the play’s central conflicts and the fate of the knight Götz reach their conclusion.
  • E. Much Ado About Nothing (2012 film)
    Much Ado About Nothing (2012 film) is a modern, low-budget black-and-white adaptation of Shakespeare’s comedy, directed by Joss Whedon and featuring many actors from his regular ensemble.
  • 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 V of Much Ado About Nothing
Triple: [Dogberry, appearsInAct, Act V of Much Ado About Nothing]
Generated description
Act V of Much Ado About Nothing is the play’s concluding act, in which misunderstandings are resolved, villains exposed, and the dual romances of Benedick and Beatrice and Claudio and Hero are finally brought to a comic, celebratory close.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act V of Much Ado About Nothing
Target entity description: Act V of Much Ado About Nothing is the play’s concluding act, in which misunderstandings are resolved, villains exposed, and the dual romances of Benedick and Beatrice and Claudio and Hero are finally brought to a comic, celebratory close.
  • A. Much Ado About Nothing chosen
    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.
  • B. Further Ado
    Further Ado is a jazz album by saxophonist Greg Osby, showcasing his modern, exploratory approach to post-bop and contemporary jazz composition and improvisation.
  • C. Act V
    Act V is the final section of Goethe’s "Faust, Part Two," in which the drama reaches its spiritual and philosophical climax and Faust’s ultimate fate is decided.
  • D. Act V
    Act V is the final act of Johann Wolfgang von Goethe’s historical drama "Götz von Berlichingen," in which the play’s central conflicts and the fate of the knight Götz reach their conclusion.
  • E. Much Ado About Nothing (2012 film)
    Much Ado About Nothing (2012 film) is a modern, low-budget black-and-white adaptation of Shakespeare’s comedy, directed by Joss Whedon and featuring many actors from his regular ensemble.
  • 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_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_69e2d7aeb66c8190b9d18642b2ad2ea0 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.