Triple

T971332
Position Surface form Disambiguated ID Type / Status
Subject William Shakespeare E20950 entity
Predicate notableWork P4 FINISHED
Object Much Ado About Nothing
Much Ado About Nothing is a comedic play by William Shakespeare that centers on misunderstandings, witty banter, and romantic entanglements between two couples in Messina.
E47474 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: Much Ado About Nothing | Statement: [William Shakespeare, notableWork, Much Ado About Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Much Ado About Nothing
Context triple: [William Shakespeare, notableWork, Much Ado About Nothing]
  • A. The Merry Wives of Windsor
    The Merry Wives of Windsor is a comedic play by William Shakespeare that follows the humorous misadventures of Sir John Falstaff as he is outwitted by two clever married women in the English town of Windsor.
  • B. Much Ado About Nothing (1993 film)
    Much Ado About Nothing (1993 film) is a 1993 romantic comedy adaptation of Shakespeare’s play, directed by and starring Kenneth Branagh alongside an ensemble cast.
  • C. Romeo + Juliet
    Romeo + Juliet is a 1996 modernized film adaptation of Shakespeare’s tragedy, directed by Baz Luhrmann and starring Leonardo DiCaprio and Claire Danes as the titular lovers.
  • D. Romeo and Juliet
    Romeo and Juliet is a tragic play by William Shakespeare about two young lovers from feuding families whose doomed relationship has become one of the most famous love stories in Western literature.
  • E. The Play
    The Play is the famous last-second kickoff return by the California Golden Bears against Stanford in 1982, featuring multiple laterals and a collision with the Stanford band, and is considered one of the most iconic and chaotic plays in college football history.
  • 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: Much Ado About Nothing
Triple: [William Shakespeare, notableWork, Much Ado About Nothing]
Generated description
Much Ado About Nothing is a comedic play by William Shakespeare that centers on misunderstandings, witty banter, and romantic entanglements between two couples in Messina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Much Ado About Nothing
Target entity description: Much Ado About Nothing is a comedic play by William Shakespeare that centers on misunderstandings, witty banter, and romantic entanglements between two couples in Messina.
  • A. The Merry Wives of Windsor
    The Merry Wives of Windsor is a comedic play by William Shakespeare that follows the humorous misadventures of Sir John Falstaff as he is outwitted by two clever married women in the English town of Windsor.
  • B. Much Ado About Nothing (1993 film) chosen
    Much Ado About Nothing (1993 film) is a 1993 romantic comedy adaptation of Shakespeare’s play, directed by and starring Kenneth Branagh alongside an ensemble cast.
  • C. Romeo + Juliet
    Romeo + Juliet is a 1996 modernized film adaptation of Shakespeare’s tragedy, directed by Baz Luhrmann and starring Leonardo DiCaprio and Claire Danes as the titular lovers.
  • D. Romeo and Juliet
    Romeo and Juliet is a tragic play by William Shakespeare about two young lovers from feuding families whose doomed relationship has become one of the most famous love stories in Western literature.
  • E. The Play
    The Play is the famous last-second kickoff return by the California Golden Bears against Stanford in 1982, featuring multiple laterals and a collision with the Stanford band, and is considered one of the most iconic and chaotic plays in college football history.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b44aa6088190a90c44a8f694ec41 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac170a00f481909da0394531ac24fe completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac18e9be2081909770ab2ead56d0db completed March 7, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac195b7cd08190b2c3f07d7ae849ed completed March 7, 2026, 12:26 p.m.
Created at: March 1, 2026, 7:40 p.m.