Triple

T17388731
Position Surface form Disambiguated ID Type / Status
Subject Ranuccio II Farnese E422758 entity
Predicate spouse P13 FINISHED
Object Isabella d’Este
Isabella d’Este was a 17th-century Italian noblewoman and Duchess of Parma, known for her role in the Farnese dynasty through her marriage to Duke Ranuccio II Farnese.
 E1267202 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: Isabella d’Este | Statement: [Ranuccio II Farnese, spouse, Isabella d’Este]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isabella d’Este
Context triple: [Ranuccio II Farnese, spouse, Isabella d’Este]
  • A. Isabella d’Este
    Isabella d’Este was a leading Italian Renaissance noblewoman and influential patron of the arts, renowned for her cultured court at Mantua and her role in shaping early modern European taste and politics.
  • B. Maria d’Este
    Maria d’Este was an Italian noblewoman of the House of Este who became Duchess of Parma and Piacenza through marriage into the Farnese family.
  • C. 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.
  • D. Beatrice d’Este
    Beatrice d’Este was an Italian noblewoman of the influential House of Este who became Queen consort of Hungary through her marriage to King Andrew II.
  • E. 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.
  • 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: Isabella d’Este
Triple: [Ranuccio II Farnese, spouse, Isabella d’Este]
Generated description
Isabella d’Este was a 17th-century Italian noblewoman and Duchess of Parma, known for her role in the Farnese dynasty through her marriage to Duke Ranuccio II Farnese.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isabella d’Este
Target entity description: Isabella d’Este was a 17th-century Italian noblewoman and Duchess of Parma, known for her role in the Farnese dynasty through her marriage to Duke Ranuccio II Farnese.
  • A. Isabella d’Este
    Isabella d’Este was a leading Italian Renaissance noblewoman and influential patron of the arts, renowned for her cultured court at Mantua and her role in shaping early modern European taste and politics.
  • B. Maria d’Este
    Maria d’Este was an Italian noblewoman of the House of Este who became Duchess of Parma and Piacenza through marriage into the Farnese family.
  • C. 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.
  • D. Beatrice d’Este
    Beatrice d’Este was an Italian noblewoman of the influential House of Este who became Queen consort of Hungary through her marriage to King Andrew II.
  • E. 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.
  • 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a8b66288190b29bb82eff761902 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7f182488190a47260c417ccca22 completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a898ceb48190ba3d40c898b17158 completed May 11, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a01a9183410819083c8239e3ce38ea2 completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:45 a.m.