Triple

T18515081
Position Surface form Disambiguated ID Type / Status
Subject The Changeling E452437 entity
Predicate hasSubplotCharacter P111069 FINISHED
Object Antonio
Antonio is a minor character who appears in the subplot of the early 17th-century tragedy "The Changeling" by Thomas Middleton and William Rowley.
 E1328828 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: Antonio | Statement: [The Changeling, hasSubplotCharacter, Antonio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Antonio
Context triple: [The Changeling, hasSubplotCharacter, Antonio]
  • A. Antonio
    Antonio is a masculine given name of Latin origin, widely used in Italian, Spanish, and Portuguese-speaking cultures.
  • B. Antonio
    Antonio is a minor but loyal and protective character in William Shakespeare’s comedy "Much Ado About Nothing," known as Leonato’s brother who helps defend Hero’s honor.
  • C. Antonio
    Antonio is a central antagonist in Thomas Adès’s opera *The Tempest*, portrayed as the usurping brother whose betrayal drives much of the drama.
  • D. Salanio
    Salanio is a minor character in Shakespeare's play "The Merchant of Venice," one of Antonio's friends who often provides commentary on the unfolding events.
  • E. Antonio and Mellida
    Antonio and Mellida is an Elizabethan tragicomedy play by John Marston, noted for its satirical tone and complex exploration of love, identity, and courtly intrigue.
  • 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: Antonio
Triple: [The Changeling, hasSubplotCharacter, Antonio]
Generated description
Antonio is a minor character who appears in the subplot of the early 17th-century tragedy "The Changeling" by Thomas Middleton and William Rowley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Antonio
Target entity description: Antonio is a minor character who appears in the subplot of the early 17th-century tragedy "The Changeling" by Thomas Middleton and William Rowley.
  • A. Antonio
    Antonio is a masculine given name of Latin origin, widely used in Italian, Spanish, and Portuguese-speaking cultures.
  • B. Antonio
    Antonio is a minor but loyal and protective character in William Shakespeare’s comedy "Much Ado About Nothing," known as Leonato’s brother who helps defend Hero’s honor.
  • C. Antonio
    Antonio is a central antagonist in Thomas Adès’s opera *The Tempest*, portrayed as the usurping brother whose betrayal drives much of the drama.
  • D. Salanio
    Salanio is a minor character in Shakespeare's play "The Merchant of Venice," one of Antonio's friends who often provides commentary on the unfolding events.
  • E. Antonio and Mellida
    Antonio and Mellida is an Elizabethan tragicomedy play by John Marston, noted for its satirical tone and complex exploration of love, identity, and courtly intrigue.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53349415c8190b989b536e2d1c40a completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04916c1cb88190889ad7d1c1dc4279 completed May 13, 2026, 2:57 p.m.
NEDg Description generation batch_6a04921b1a508190b8bb6d6c4597ab99 completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492ba4ea08190b59510b221ad5d21 completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:36 a.m.