Triple

T5182927
Position Surface form Disambiguated ID Type / Status
Subject The Taming of the Shrew E116962 entity
Predicate mainCharacter P1183 FINISHED
Object Hortensio
Hortensio is a comic suitor and friend of Petruchio in Shakespeare’s play "The Taming of the Shrew," known for his failed courtship of Bianca and his role in the play’s humorous subplots.
E503205 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: Hortensio | Statement: [The Taming of the Shrew, mainCharacter, Hortensio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hortensio
Context triple: [The Taming of the Shrew, mainCharacter, Hortensio]
  • A. Lucentio
    Lucentio is a young, romantic nobleman in Shakespeare’s comedy "The Taming of the Shrew," who disguises himself as a tutor to win the love of Bianca.
  • B. Baptista
    Baptista is the wealthy Paduan father of Katherina and Bianca in Shakespeare’s comedy "The Taming of the Shrew," whose decisions about their marriages drive much of the play’s plot.
  • C. Brabantio
    Brabantio is a Venetian senator and the protective father of Desdemona in William Shakespeare's tragedy "Othello."
  • D. Petruchio
    Petruchio is the bold, domineering suitor who attempts to "tame" the strong-willed Katherina in Shakespeare’s comedy The Taming of the Shrew.
  • E. Tranio
    Tranio is a clever and resourceful servant in Shakespeare's comedy "The Taming of the Shrew," known for disguising himself as his master to help win a lady's hand.
  • 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: Hortensio
Triple: [The Taming of the Shrew, mainCharacter, Hortensio]
Generated description
Hortensio is a comic suitor and friend of Petruchio in Shakespeare’s play "The Taming of the Shrew," known for his failed courtship of Bianca and his role in the play’s humorous subplots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hortensio
Target entity description: Hortensio is a comic suitor and friend of Petruchio in Shakespeare’s play "The Taming of the Shrew," known for his failed courtship of Bianca and his role in the play’s humorous subplots.
  • A. Lucentio
    Lucentio is a young, romantic nobleman in Shakespeare’s comedy "The Taming of the Shrew," who disguises himself as a tutor to win the love of Bianca.
  • B. Baptista
    Baptista is the wealthy Paduan father of Katherina and Bianca in Shakespeare’s comedy "The Taming of the Shrew," whose decisions about their marriages drive much of the play’s plot.
  • C. Brabantio
    Brabantio is a Venetian senator and the protective father of Desdemona in William Shakespeare's tragedy "Othello."
  • D. Petruchio
    Petruchio is the bold, domineering suitor who attempts to "tame" the strong-willed Katherina in Shakespeare’s comedy The Taming of the Shrew.
  • E. Tranio
    Tranio is a clever and resourceful servant in Shakespeare's comedy "The Taming of the Shrew," known for disguising himself as his master to help win a lady's hand.
  • 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_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd799d50388190bf2b7dfdd90949e9 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefb2464081909ee9f05788ef5c30 completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef05ed6188190a86ec2a3bebd21dc completed March 21, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69bef0e41b508190baca5e15efb65ee9 completed March 21, 2026, 7:26 p.m.
Created at: March 20, 2026, 1:46 p.m.