Triple

T7043886
Position Surface form Disambiguated ID Type / Status
Subject The Duchess of Malfi E163580 entity
Predicate mainCharacter P1183 FINISHED
Object 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."
 E639318 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: Bosola | Statement: [The Duchess of Malfi, mainCharacter, Bosola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bosola
Context triple: [The Duchess of Malfi, mainCharacter, Bosola]
  • A. Bernardo Morando
    Bernardo Morando was a 16th-century Italian architect best known for designing the Renaissance ideal city of Zamość in Poland.
  • B. 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.
  • C. Bernabó
    Bernabó is the Italian-origin surname of the Argentine-Brazilian artist and illustrator known as Carybé (Héctor Julio Páride Bernabó).
  • D. Count Ugolino
    Count Ugolino is a historical Pisan nobleman infamous for betraying his city and later being imprisoned and starved to death with his sons, whose tragic story is immortalized in Dante Alighieri’s Inferno.
  • E. Don John
    Don John is the sullen, scheming villain of Shakespeare’s *Much Ado About Nothing*, whose plots drive much of the play’s conflict.
  • 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: Bosola
Triple: [The Duchess of Malfi, mainCharacter, Bosola]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bosola
Target entity description: 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."
  • A. Bernardo Morando
    Bernardo Morando was a 16th-century Italian architect best known for designing the Renaissance ideal city of Zamość in Poland.
  • B. 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.
  • C. Bernabó
    Bernabó is the Italian-origin surname of the Argentine-Brazilian artist and illustrator known as Carybé (Héctor Julio Páride Bernabó).
  • D. Count Ugolino
    Count Ugolino is a historical Pisan nobleman infamous for betraying his city and later being imprisoned and starved to death with his sons, whose tragic story is immortalized in Dante Alighieri’s Inferno.
  • E. Don John
    Don John is the sullen, scheming villain of Shakespeare’s *Much Ado About Nothing*, whose plots drive much of the play’s conflict.
  • 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e23730888190a827ca5c61c4eed0 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7887141ac81909cb5e996a89e4ec5 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78c46ec18819098a6d0b0e6e4ce8b completed March 28, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c78caca6dc8190bc03d285fbcd7910 completed March 28, 2026, 8:09 a.m.
Created at: March 27, 2026, 2:37 p.m.