Triple

T4638598
Position Surface form Disambiguated ID Type / Status
Subject Thomas Francis, Prince of Carignano E101593 entity
Predicate sibling P363 FINISHED
Object 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.
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: Margaret of Savoy, Duchess of Mantua | Statement: [Thomas Francis, Prince of Carignano, sibling, Margaret of Savoy, Duchess of Mantua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret of Savoy, Duchess of Mantua
Context triple: [Thomas Francis, Prince of Carignano, sibling, Margaret of Savoy, Duchess of Mantua]
  • A. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the Gonzaga family who became Holy Roman Empress as the wife of Emperor Ferdinand II.
  • B. Anna d’Este
    Anna d’Este was a 16th-century Italian-French noblewoman of the House of Este who became a prominent figure in French court and religious politics through her marriages into the Guise and Nemours families.
  • C. Maria Beatrice Anna Margherita Isabella d’Este
    Maria Beatrice Anna Margherita Isabella d’Este, better known as Mary of Modena, was an Italian-born queen consort of England, Scotland, and Ireland as the second wife of King James II.
  • 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. Maria Gabriella of Savoy
    Maria Gabriella of Savoy is an Italian princess, historian, and author, best known as the daughter of Italy’s last king, Umberto II, and for her work preserving the legacy of the House of Savoy.
  • 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: Margaret of Savoy, Duchess of Mantua
Triple: [Thomas Francis, Prince of Carignano, sibling, Margaret of Savoy, Duchess of Mantua]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret of Savoy, Duchess of Mantua
Target entity description: 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.
  • A. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the Gonzaga family who became Holy Roman Empress as the wife of Emperor Ferdinand II.
  • B. Anna d’Este
    Anna d’Este was a 16th-century Italian-French noblewoman of the House of Este who became a prominent figure in French court and religious politics through her marriages into the Guise and Nemours families.
  • C. Maria Beatrice Anna Margherita Isabella d’Este
    Maria Beatrice Anna Margherita Isabella d’Este, better known as Mary of Modena, was an Italian-born queen consort of England, Scotland, and Ireland as the second wife of King James II.
  • 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. Maria Gabriella of Savoy
    Maria Gabriella of Savoy is an Italian princess, historian, and author, best known as the daughter of Italy’s last king, Umberto II, and for her work preserving the legacy of the House of Savoy.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a64214481908a207e8070cc7a45 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfacf3cb08190a080e5ed1063902f completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfb70b9d48190a32c5cc753c45aab completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc54e194819080b1eb5b9f0dfe9e completed March 21, 2026, 2:03 a.m.
Created at: March 20, 2026, 1:13 p.m.