Triple

T13687924
Position Surface form Disambiguated ID Type / Status
Subject Caterina Sforza E328181 entity
Predicate child P120 FINISHED
Object Bianca Riario
Bianca Riario was a noblewoman of the Italian Renaissance, known as the daughter of the powerful countess and ruler Caterina Sforza and a member of the influential Riario-Sforza dynastic network.
E1059457 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: Bianca Riario | Statement: [Caterina Sforza, child, Bianca Riario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bianca Riario
Context triple: [Caterina Sforza, child, Bianca Riario]
  • A. 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.
  • B. Giovanna Bellelli
    Giovanna Bellelli is one of the daughters portrayed in Edgar Degas’s famous 19th-century painting "The Bellelli Family."
  • C. Cleope Malatesta
    Cleope Malatesta was an Italian noblewoman of the Malatesta family who became Despotess of the Morea through her marriage to Byzantine prince Theodore I Palaiologos.
  • D. Vannozza dei Cattanei
    Vannozza dei Cattanei was an Italian noblewoman best known as the long-time mistress of Rodrigo Borgia (later Pope Alexander VI) and the mother of several of his acknowledged children, including Cesare and Lucrezia Borgia.
  • E. Lucrezia Landriani
    Lucrezia Landriani was an Italian noblewoman of the 15th century, known primarily as the mother of Caterina Sforza and a mistress of Galeazzo Maria Sforza, Duke of Milan.
  • 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: Bianca Riario
Triple: [Caterina Sforza, child, Bianca Riario]
Generated description
Bianca Riario was a noblewoman of the Italian Renaissance, known as the daughter of the powerful countess and ruler Caterina Sforza and a member of the influential Riario-Sforza dynastic network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bianca Riario
Target entity description: Bianca Riario was a noblewoman of the Italian Renaissance, known as the daughter of the powerful countess and ruler Caterina Sforza and a member of the influential Riario-Sforza dynastic network.
  • A. 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.
  • B. Giovanna Bellelli
    Giovanna Bellelli is one of the daughters portrayed in Edgar Degas’s famous 19th-century painting "The Bellelli Family."
  • C. Cleope Malatesta
    Cleope Malatesta was an Italian noblewoman of the Malatesta family who became Despotess of the Morea through her marriage to Byzantine prince Theodore I Palaiologos.
  • D. Vannozza dei Cattanei
    Vannozza dei Cattanei was an Italian noblewoman best known as the long-time mistress of Rodrigo Borgia (later Pope Alexander VI) and the mother of several of his acknowledged children, including Cesare and Lucrezia Borgia.
  • E. Lucrezia Landriani
    Lucrezia Landriani was an Italian noblewoman of the 15th century, known primarily as the mother of Caterina Sforza and a mistress of Galeazzo Maria Sforza, Duke of Milan.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc670968881908e2b4fdf656c7285 completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8416d808190bd9cb77e0dd0d4be completed May 3, 2026, 7:55 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 9:53 p.m.