Triple

T10259015
Position Surface form Disambiguated ID Type / Status
Subject Much Ado About Nothing E240545 entity
Predicate featuresCharacter P626 FINISHED
Object 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.
 E851622 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: [Much Ado About Nothing, featuresCharacter, Antonio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Antonio
Context triple: [Much Ado About Nothing, featuresCharacter, Antonio]
  • A. Antonio
    Antonio is a masculine given name of Latin origin, widely used in Italian, Spanish, and Portuguese-speaking cultures.
  • B. 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.
  • C. 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.
  • D. Antonio Vandone di Cortemilia
    Antonio Vandone di Cortemilia was an Italian architect known for designing the Mogadishu Cathedral in Somalia during the colonial era.
  • E. 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.
  • 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: [Much Ado About Nothing, featuresCharacter, Antonio]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Antonio
Target entity description: 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.
  • A. Antonio
    Antonio is a masculine given name of Latin origin, widely used in Italian, Spanish, and Portuguese-speaking cultures.
  • B. 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.
  • C. 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.
  • D. Antonio Vandone di Cortemilia
    Antonio Vandone di Cortemilia was an Italian architect known for designing the Mogadishu Cathedral in Somalia during the colonial era.
  • E. 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.
  • 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.