Triple

T6944752
Position Surface form Disambiguated ID Type / Status
Subject Bianca Maria Sforza E160766 entity
Predicate grandmother P3524 FINISHED
Object Bianca Maria Visconti
Bianca Maria Visconti was a 15th-century Duchess of Milan from the powerful Visconti family, known for her political influence and role in consolidating ducal power in northern Italy.
 E635709 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 Maria Visconti | Statement: [Bianca Maria Sforza, grandmother, Bianca Maria Visconti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bianca Maria Visconti
Context triple: [Bianca Maria Sforza, grandmother, Bianca Maria Visconti]
  • A. Bianca Maria Sforza
    Bianca Maria Sforza was an Italian noblewoman of the powerful Sforza family who became Holy Roman Empress through her marriage to Emperor Maximilian I.
  • B. Violante Visconti
    Violante Visconti was a 14th-century Italian noblewoman from the powerful Visconti family of Milan, noted for her politically significant marriages into European royal houses.
  • C. Isabella de' Medici
    Isabella de' Medici was a 16th-century Florentine noblewoman and daughter of the ruling Medici family, noted for her education, political influence, and mysterious death.
  • D. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the Gonzaga family who became Holy Roman Empress as the wife of Emperor Ferdinand II.
  • E. Eleonora d’Este
    Eleonora d’Este was a Renaissance Italian noblewoman of the powerful Este family, known as the daughter of Lucrezia Borgia and Alfonso I d’Este, Duke of Ferrara.
  • 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 Maria Visconti
Triple: [Bianca Maria Sforza, grandmother, Bianca Maria Visconti]
Generated description
Bianca Maria Visconti was a 15th-century Duchess of Milan from the powerful Visconti family, known for her political influence and role in consolidating ducal power in northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bianca Maria Visconti
Target entity description: Bianca Maria Visconti was a 15th-century Duchess of Milan from the powerful Visconti family, known for her political influence and role in consolidating ducal power in northern Italy.
  • A. Bianca Maria Sforza
    Bianca Maria Sforza was an Italian noblewoman of the powerful Sforza family who became Holy Roman Empress through her marriage to Emperor Maximilian I.
  • B. Violante Visconti
    Violante Visconti was a 14th-century Italian noblewoman from the powerful Visconti family of Milan, noted for her politically significant marriages into European royal houses.
  • C. Isabella de' Medici
    Isabella de' Medici was a 16th-century Florentine noblewoman and daughter of the ruling Medici family, noted for her education, political influence, and mysterious death.
  • D. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the Gonzaga family who became Holy Roman Empress as the wife of Emperor Ferdinand II.
  • E. Eleonora d’Este
    Eleonora d’Este was a Renaissance Italian noblewoman of the powerful Este family, known as the daughter of Lucrezia Borgia and Alfonso I d’Este, Duke of Ferrara.
  • 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da88b79c8190a8f297dfc4972979 completed March 27, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c769fa17748190a1ca72ca86cce827 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76c55c7f48190b76a19dd6177f0a6 completed March 28, 2026, 5:51 a.m.
NED2 Entity disambiguation (via description) batch_69c76cc177f481908f19d1a1eb88301a completed March 28, 2026, 5:53 a.m.
Created at: March 27, 2026, 2:28 p.m.