Triple

T16309672
Position Surface form Disambiguated ID Type / Status
Subject Margherita Farnese E396018 entity
Predicate positionHeld P8 FINISHED
Object Duchess consort of Mantua
The Duchess consort of Mantua was the title held by the wife of the ruling Duke of Mantua, a prominent noble position within the Italian Renaissance court of the Gonzaga family.
E456765 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: Duchess consort of Mantua | Statement: [Margherita Farnese, positionHeld, Duchess consort of Mantua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duchess consort of Mantua
Context triple: [Margherita Farnese, positionHeld, Duchess consort of Mantua]
  • A. Duchess consort of Modena and Reggio
    The Duchess consort of Modena and Reggio was the title held by the wife of the ruling Duke of the Duchy of Modena and Reggio in northern Italy, signifying her status as the duchy's foremost noblewoman.
  • B. Duchess consort of Urbino
    The Duchess consort of Urbino was the French noblewoman who became the wife of Lorenzo II de’ Medici and mother of Catherine de’ Medici, future queen of France.
  • C. Margaret of Savoy, Duchess of Mantua
    Margaret of Savoy, Duchess of Mantua, was a 17th-century Italian noblewoman of the House of Savoy who became Duchess of Mantua through marriage and played a notable role in the political affairs of northern Italy.
  • D. Duchess of Ferrara
    The Duchess of Ferrara was a prominent Renaissance noblewoman who, through marriage into the Este family, became a central figure in the political and cultural life of the Ferrara court in northern Italy.
  • E. Duchess of Modena
    The Duchess of Modena was a high-ranking noblewoman in the Italian duchy of Modena, traditionally holding significant social and dynastic influence within European aristocracy.
  • 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: Duchess consort of Mantua
Triple: [Margherita Farnese, positionHeld, Duchess consort of Mantua]
Generated description
The Duchess consort of Mantua was the title held by the wife of the ruling Duke of Mantua, a prominent noble position within the Italian Renaissance court of the Gonzaga family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duchess consort of Mantua
Target entity description: The Duchess consort of Mantua was the title held by the wife of the ruling Duke of Mantua, a prominent noble position within the Italian Renaissance court of the Gonzaga family.
  • A. Duchess consort of Modena and Reggio
    The Duchess consort of Modena and Reggio was the title held by the wife of the ruling Duke of the Duchy of Modena and Reggio in northern Italy, signifying her status as the duchy's foremost noblewoman.
  • B. Duchess consort of Urbino
    The Duchess consort of Urbino was the French noblewoman who became the wife of Lorenzo II de’ Medici and mother of Catherine de’ Medici, future queen of France.
  • C. Margaret of Savoy, Duchess of Mantua chosen
    Margaret of Savoy, Duchess of Mantua, was a 17th-century Italian noblewoman of the House of Savoy who became Duchess of Mantua through marriage and played a notable role in the political affairs of northern Italy.
  • D. Duchess of Ferrara
    The Duchess of Ferrara was a prominent Renaissance noblewoman who, through marriage into the Este family, became a central figure in the political and cultural life of the Ferrara court in northern Italy.
  • E. Duchess of Modena
    The Duchess of Modena was a high-ranking noblewoman in the Italian duchy of Modena, traditionally holding significant social and dynastic influence within European aristocracy.
  • F. None of above.

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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288d9557c81909203cd47aebf0f44 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa517908190a29caa0156b1d1cd completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a00204bc3dc8190af075707f8989e3a completed May 10, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_6a00215cc7a48190a5c4219d15749aa2 completed May 10, 2026, 6:10 a.m.
Created at: April 10, 2026, 5:06 a.m.