Triple

T8662544
Position Surface form Disambiguated ID Type / Status
Subject Ludovico Sforza E205581 entity
Predicate spouse P13 FINISHED
Object Beatrice d’Este
Beatrice d’Este was a Renaissance Italian noblewoman and duchess of Milan, renowned for her patronage of the arts and her influential role in the cultural life of the Sforza court.
E755670 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: Beatrice d’Este | Statement: [Ludovico Sforza, spouse, Beatrice d’Este]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beatrice d’Este
Context triple: [Ludovico Sforza, spouse, Beatrice d’Este]
  • A. 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.
  • B. Anna d’Este
    Anna d’Este was a 16th-century Italian-French noblewoman of the House of Este who became a prominent figure in French court and religious politics through her marriages into the Guise and Nemours families.
  • C. Ippolita Maria Sforza
    Ippolita Maria Sforza was a 15th-century Italian noblewoman of the powerful Sforza dynasty of Milan, known for her humanist education and role in Renaissance courtly culture.
  • D. Princess Leonore d’Este
    Princess Leonore d’Este is a fictional noblewoman and central character in Goethe’s play "Torquato Tasso," depicted as an object of the poet’s idealized love and a figure within the Ferrara court.
  • E. 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.
  • 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: Beatrice d’Este
Triple: [Ludovico Sforza, spouse, Beatrice d’Este]
Generated description
Beatrice d’Este was a Renaissance Italian noblewoman and duchess of Milan, renowned for her patronage of the arts and her influential role in the cultural life of the Sforza court.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beatrice d’Este
Target entity description: Beatrice d’Este was a Renaissance Italian noblewoman and duchess of Milan, renowned for her patronage of the arts and her influential role in the cultural life of the Sforza court.
  • A. 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.
  • B. Anna d’Este
    Anna d’Este was a 16th-century Italian-French noblewoman of the House of Este who became a prominent figure in French court and religious politics through her marriages into the Guise and Nemours families.
  • C. Ippolita Maria Sforza
    Ippolita Maria Sforza was a 15th-century Italian noblewoman of the powerful Sforza dynasty of Milan, known for her humanist education and role in Renaissance courtly culture.
  • D. Princess Leonore d’Este
    Princess Leonore d’Este is a fictional noblewoman and central character in Goethe’s play "Torquato Tasso," depicted as an object of the poet’s idealized love and a figure within the Ferrara court.
  • E. 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.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4872a190819087d679f3006bd030 completed March 31, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf426e7c54819086d35609f2edf287 completed April 3, 2026, 4:30 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:30 p.m.