Triple

T1380423
Position Surface form Disambiguated ID Type / Status
Subject Emperor Maximilian I E29324 entity
Predicate spouse P13 FINISHED
Object 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.
E160766 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 Sforza | Statement: [Emperor Maximilian I, spouse, Bianca Maria Sforza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bianca Maria Sforza
Context triple: [Emperor Maximilian I, spouse, Bianca Maria Sforza]
  • A. Grand Duchess of Tuscany
    The Grand Duchess of Tuscany was the sovereign consort (and in rare cases a ruling duchess) of the Grand Duchy of Tuscany, a central Italian state historically governed by the Medici and later the Habsburg-Lorraine dynasties.
  • B. Margherita Medici
    Margherita Medici was a 16th-century Italian noblewoman of the Medici family, known primarily as the sister of Pope Pius IV.
  • C. Margaret of Savoy
    Margaret of Savoy was a 15th-century noblewoman from the House of Savoy who became Duchess of Anjou and briefly Queen of Naples through her marriages into prominent European royal families.
  • D. Lucrezia Borgia
    Lucrezia Borgia was a prominent Italian noblewoman of the Renaissance, famed for her political marriages, rumored intrigues, and enduring legend as a symbol of the power and scandal surrounding the Borgia family.
  • E. Duchess of Guastalla
    The Duchess of Guastalla was an Italian noble title held in the early 19th century by Pauline Bonaparte, Napoleon Bonaparte’s influential and famously glamorous sister.
  • 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 Sforza
Triple: [Emperor Maximilian I, spouse, Bianca Maria Sforza]
Generated description
Bianca Maria Sforza was an Italian noblewoman of the powerful Sforza family who became Holy Roman Empress through her marriage to Emperor Maximilian I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bianca Maria Sforza
Target entity description: Bianca Maria Sforza was an Italian noblewoman of the powerful Sforza family who became Holy Roman Empress through her marriage to Emperor Maximilian I.
  • A. Grand Duchess of Tuscany
    The Grand Duchess of Tuscany was the sovereign consort (and in rare cases a ruling duchess) of the Grand Duchy of Tuscany, a central Italian state historically governed by the Medici and later the Habsburg-Lorraine dynasties.
  • B. Margherita Medici
    Margherita Medici was a 16th-century Italian noblewoman of the Medici family, known primarily as the sister of Pope Pius IV.
  • C. Beatrice of Portugal, Duchess of Savoy
    Beatrice of Portugal, Duchess of Savoy, was a 16th-century Portuguese infanta who married into the House of Savoy and became the mother of Duke Emmanuel Philibert, playing a key dynastic role in European noble politics.
  • D. Margaret of Savoy
    Margaret of Savoy was a 15th-century noblewoman from the House of Savoy who became Duchess of Anjou and briefly Queen of Naples through her marriages into prominent European royal families.
  • E. Lucrezia Borgia
    Lucrezia Borgia was a prominent Italian noblewoman of the Renaissance, famed for her political marriages, rumored intrigues, and enduring legend as a symbol of the power and scandal surrounding the Borgia family.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c319f46481909ba8a69a19b865e5 completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde1c7e5c8190a6b999f2d5dce088 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdf6d89d881908755179f97213ab3 completed March 8, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ace0919bd481909654f891c67a0cd0 completed March 8, 2026, 2:36 a.m.
Created at: March 1, 2026, 7:59 p.m.