Triple

T8599681
Position Surface form Disambiguated ID Type / Status
Subject Francesco Sforza E203642 entity
Predicate child P120 FINISHED
Object Sforza Maria Sforza
Sforza Maria Sforza was a 15th-century Italian nobleman of the powerful Sforza dynasty of Milan, known primarily as one of the sons of Duke Francesco Sforza.
 E748401 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: Sforza Maria Sforza | Statement: [Francesco Sforza, child, Sforza Maria Sforza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sforza Maria Sforza
Context triple: [Francesco Sforza, child, Sforza Maria Sforza]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Caterina Visconti
    Caterina Visconti was a 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Milan through her marriage to Gian Galeazzo Visconti.
  • 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: Sforza Maria Sforza
Triple: [Francesco Sforza, child, Sforza Maria Sforza]
Generated description
Sforza Maria Sforza was a 15th-century Italian nobleman of the powerful Sforza dynasty of Milan, known primarily as one of the sons of Duke Francesco Sforza.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sforza Maria Sforza
Target entity description: Sforza Maria Sforza was a 15th-century Italian nobleman of the powerful Sforza dynasty of Milan, known primarily as one of the sons of Duke Francesco Sforza.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Caterina Visconti
    Caterina Visconti was a 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Milan through her marriage to Gian Galeazzo Visconti.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d7c184819083236c75f9ccc9cf completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecc839cdc819093c3cd0e44f173a2 completed April 2, 2026, 8:07 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:24 p.m.