Triple

T12553297
Position Surface form Disambiguated ID Type / Status
Subject Steven Berkoff E300147 entity
Predicate notableWork P4 FINISHED
Object Shakespeare’s Villains
Shakespeare’s Villains is a one-man theatrical show by Steven Berkoff in which he explores, analyzes, and performs some of the most infamous antagonists from William Shakespeare’s plays.
E990452 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: Shakespeare’s Villains | Statement: [Steven Berkoff, notableWork, Shakespeare’s Villains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shakespeare’s Villains
Context triple: [Steven Berkoff, notableWork, Shakespeare’s Villains]
  • A. Prefaces to Shakespeare
    Prefaces to Shakespeare is a series of influential critical essays by Harley Granville Barker that offer insightful, theatrical-minded interpretations of Shakespeare’s plays.
  • B. Characters of Shakespeare’s Plays
    Characters of Shakespeare’s Plays is William Hazlitt’s influential early 19th-century critical study that offers vivid, psychologically rich essays on the major figures in Shakespeare’s dramas.
  • C. Brush Up Your Shakespeare
    "Brush Up Your Shakespeare" is a comic showtune from Cole Porter's musical *Kiss Me, Kate*, in which two gangsters humorously advise wooing women by quoting Shakespeare.
  • D. The Yale Shakespeare
    The Yale Shakespeare is a distinguished scholarly edition of William Shakespeare’s works published by Yale University Press, known for its authoritative texts and academic commentary.
  • E. A Shakespeare Glossary
    A Shakespeare Glossary is a reference work that explains the archaic and specialized vocabulary found in William Shakespeare’s plays and poems.
  • 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: Shakespeare’s Villains
Triple: [Steven Berkoff, notableWork, Shakespeare’s Villains]
Generated description
Shakespeare’s Villains is a one-man theatrical show by Steven Berkoff in which he explores, analyzes, and performs some of the most infamous antagonists from William Shakespeare’s plays.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shakespeare’s Villains
Target entity description: Shakespeare’s Villains is a one-man theatrical show by Steven Berkoff in which he explores, analyzes, and performs some of the most infamous antagonists from William Shakespeare’s plays.
  • A. Prefaces to Shakespeare
    Prefaces to Shakespeare is a series of influential critical essays by Harley Granville Barker that offer insightful, theatrical-minded interpretations of Shakespeare’s plays.
  • B. Characters of Shakespeare’s Plays
    Characters of Shakespeare’s Plays is William Hazlitt’s influential early 19th-century critical study that offers vivid, psychologically rich essays on the major figures in Shakespeare’s dramas.
  • C. Brush Up Your Shakespeare
    "Brush Up Your Shakespeare" is a comic showtune from Cole Porter's musical *Kiss Me, Kate*, in which two gangsters humorously advise wooing women by quoting Shakespeare.
  • D. The Yale Shakespeare
    The Yale Shakespeare is a distinguished scholarly edition of William Shakespeare’s works published by Yale University Press, known for its authoritative texts and academic commentary.
  • E. A Shakespeare Glossary
    A Shakespeare Glossary is a reference work that explains the archaic and specialized vocabulary found in William Shakespeare’s plays and poems.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9548444d081908f00cea1ce7032c7 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65587524881908c933490bface976 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 8, 2026, 9:58 p.m.