Triple

T10259014
Position Surface form Disambiguated ID Type / Status
Subject Much Ado About Nothing E240545 entity
Predicate featuresCharacter P626 FINISHED
Object Borachio
Borachio is a minor villain in Shakespeare's comedy "Much Ado About Nothing," a follower of Don John who helps orchestrate the plot to disgrace Hero.
 E851621 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: Borachio | Statement: [Much Ado About Nothing, featuresCharacter, Borachio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borachio
Context triple: [Much Ado About Nothing, featuresCharacter, Borachio]
  • A. Bosola
    Bosola is a complex, morally conflicted malcontent and spy who serves as both villain and tragic observer in John Webster’s Jacobean tragedy "The Duchess of Malfi."
  • B. Bernardo Morando
    Bernardo Morando was a 16th-century Italian architect best known for designing the Renaissance ideal city of Zamość in Poland.
  • C. Montardo
    Montardo is a prominent mountain peak in the central Pyrenees, known for its panoramic views over the Val d’Aran in Catalonia, Spain.
  • D. Gratiano
    Gratiano is a lively, talkative friend of Bassanio in Shakespeare’s play "The Merchant of Venice," known for his wit, humor, and sometimes insensitive remarks.
  • E. Felicio
    Felicio is a given name that functions as a variant form of the name Felix, sharing its Latin roots and connotations of happiness or good fortune.
  • 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: Borachio
Triple: [Much Ado About Nothing, featuresCharacter, Borachio]
Generated description
Borachio is a minor villain in Shakespeare's comedy "Much Ado About Nothing," a follower of Don John who helps orchestrate the plot to disgrace Hero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borachio
Target entity description: Borachio is a minor villain in Shakespeare's comedy "Much Ado About Nothing," a follower of Don John who helps orchestrate the plot to disgrace Hero.
  • A. Bosola
    Bosola is a complex, morally conflicted malcontent and spy who serves as both villain and tragic observer in John Webster’s Jacobean tragedy "The Duchess of Malfi."
  • B. Bernardo Morando
    Bernardo Morando was a 16th-century Italian architect best known for designing the Renaissance ideal city of Zamość in Poland.
  • C. Montardo
    Montardo is a prominent mountain peak in the central Pyrenees, known for its panoramic views over the Val d’Aran in Catalonia, Spain.
  • D. Gratiano
    Gratiano is a lively, talkative friend of Bassanio in Shakespeare’s play "The Merchant of Venice," known for his wit, humor, and sometimes insensitive remarks.
  • E. Felicio
    Felicio is a given name that functions as a variant form of the name Felix, sharing its Latin roots and connotations of happiness or good fortune.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d24e94e08190ad2b9733bf621fe4 completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7e9a9d48190865f047750d7bc6c completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fcabb5a08190a26c068163f48878 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd7212b88190b410b8e1cc6f56fd completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:31 a.m.