Triple

T15240188
Position Surface form Disambiguated ID Type / Status
Subject Maddalena de' Medici E364233 entity
Predicate child P120 FINISHED
Object Caterina Cybo
Caterina Cybo was a 16th-century Italian noblewoman of the influential Cybo-Malaspina family, connected to the powerful Medici dynasty through her mother, Maddalena de' Medici.
 E1153158 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: Caterina Cybo | Statement: [Maddalena de' Medici, child, Caterina Cybo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Caterina Cybo
Context triple: [Maddalena de' Medici, child, Caterina Cybo]
  • A. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the Gonzaga family who became Holy Roman Empress as the wife of Emperor Ferdinand II.
  • B. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the influential Gonzaga family who became Duchess of Urbino through her marriage to Francesco Maria I della Rovere.
  • C. Maddalena Orsini
    Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
  • D. Valentina Visconti
    Valentina Visconti was a late 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Orléans through her marriage to Louis I, Duke of Orléans, and played a notable role in Franco-Italian dynastic politics.
  • E. Maria Fortunata d'Este
    Maria Fortunata d'Este was an 18th-century Italian princess of the House of Este who became Duchess of Penthièvre through marriage into the French nobility.
  • 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: Caterina Cybo
Triple: [Maddalena de' Medici, child, Caterina Cybo]
Generated description
Caterina Cybo was a 16th-century Italian noblewoman of the influential Cybo-Malaspina family, connected to the powerful Medici dynasty through her mother, Maddalena de' Medici.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Caterina Cybo
Target entity description: Caterina Cybo was a 16th-century Italian noblewoman of the influential Cybo-Malaspina family, connected to the powerful Medici dynasty through her mother, Maddalena de' Medici.
  • A. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the Gonzaga family who became Holy Roman Empress as the wife of Emperor Ferdinand II.
  • B. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the influential Gonzaga family who became Duchess of Urbino through her marriage to Francesco Maria I della Rovere.
  • C. Maddalena Orsini
    Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
  • D. Valentina Visconti
    Valentina Visconti was a late 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Orléans through her marriage to Louis I, Duke of Orléans, and played a notable role in Franco-Italian dynastic politics.
  • E. Maria Fortunata d'Este
    Maria Fortunata d'Este was an 18th-century Italian princess of the House of Este who became Duchess of Penthièvre through marriage into the French nobility.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007db9a148190aadea8d5f8b6b261 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b37e4388190b748e884b3ba7568 completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0d0d171881908b0d22dd70fffbcb completed May 9, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_69ff0de162d08190bb821a805b52c42e completed May 9, 2026, 10:35 a.m.
Created at: April 10, 2026, 3:13 a.m.