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.