Triple

T17092420
Position Surface form Disambiguated ID Type / Status
Subject Galeazzo Maria Sforza E414757 entity
Predicate child P120 FINISHED
Object Hermes Maria Sforza
Hermes Maria Sforza was an illegitimate son of Milanese Duke Galeazzo Maria Sforza who held minor noble status within the influential Renaissance Sforza dynasty.
E1250727 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: Hermes Maria Sforza | Statement: [Galeazzo Maria Sforza, child, Hermes Maria Sforza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hermes Maria Sforza
Context triple: [Galeazzo Maria Sforza, child, Hermes Maria Sforza]
  • A. Maddalena Orsini
    Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Hermes Maria Sforza
Triple: [Galeazzo Maria Sforza, child, Hermes Maria Sforza]
Generated description
Hermes Maria Sforza was an illegitimate son of Milanese Duke Galeazzo Maria Sforza who held minor noble status within the influential Renaissance Sforza dynasty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hermes Maria Sforza
Target entity description: Hermes Maria Sforza was an illegitimate son of Milanese Duke Galeazzo Maria Sforza who held minor noble status within the influential Renaissance Sforza dynasty.
  • A. Maddalena Orsini
    Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbfabf548190a0d37bab3d4ef2fa completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139fa0a288190af69201ec88ec3c6 completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013b0a077881909f09e4de8c19d180 completed May 11, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_6a013bb1cde48190aac8aaa55dab68d1 completed May 11, 2026, 2:15 a.m.
Created at: April 10, 2026, 5:35 a.m.