Triple

T17308901
Position Surface form Disambiguated ID Type / Status
Subject Francesco I de’ Medici E420238 entity
Predicate spouse P13 FINISHED
Object Joanna of Austria, Grand Duchess of Tuscany
Joanna of Austria, Grand Duchess of Tuscany, was a 16th-century Habsburg archduchess who became a Medici consort and played a key dynastic role in linking the Austrian Habsburgs with the ruling family of Tuscany.
E1270019 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: Joanna of Austria, Grand Duchess of Tuscany | Statement: [Francesco I de’ Medici, spouse, Joanna of Austria, Grand Duchess of Tuscany]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joanna of Austria, Grand Duchess of Tuscany
Context triple: [Francesco I de’ Medici, spouse, Joanna of Austria, Grand Duchess of Tuscany]
  • 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. Maria Amalia, Duchess of Parma
    Maria Amalia, Duchess of Parma, was an 18th-century Habsburg archduchess who became Duchess of Parma through marriage and was known for her strong-willed political influence and cultural patronage in the Italian duchy.
  • C. 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.
  • D. Maria Ludovika of Austria-Este
    Maria Ludovika of Austria-Este was an Empress of Austria and third wife of Emperor Francis I, noted for her strong opposition to Napoleonic France and influence at the Habsburg court in the early 19th century.
  • E. Augusta Emma d'Este
    Augusta Emma d'Este was an illegitimate daughter of Prince Augustus Frederick, Duke of Sussex, and Lady Augusta Murray, whose contested parents’ marriage left her without full royal status despite her close connection to the British royal family.
  • 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: Joanna of Austria, Grand Duchess of Tuscany
Triple: [Francesco I de’ Medici, spouse, Joanna of Austria, Grand Duchess of Tuscany]
Generated description
Joanna of Austria, Grand Duchess of Tuscany, was a 16th-century Habsburg archduchess who became a Medici consort and played a key dynastic role in linking the Austrian Habsburgs with the ruling family of Tuscany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joanna of Austria, Grand Duchess of Tuscany
Target entity description: Joanna of Austria, Grand Duchess of Tuscany, was a 16th-century Habsburg archduchess who became a Medici consort and played a key dynastic role in linking the Austrian Habsburgs with the ruling family of Tuscany.
  • 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. Maria Amalia, Duchess of Parma
    Maria Amalia, Duchess of Parma, was an 18th-century Habsburg archduchess who became Duchess of Parma through marriage and was known for her strong-willed political influence and cultural patronage in the Italian duchy.
  • C. 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.
  • D. Maria Ludovika of Austria-Este
    Maria Ludovika of Austria-Este was an Empress of Austria and third wife of Emperor Francis I, noted for her strong opposition to Napoleonic France and influence at the Habsburg court in the early 19th century.
  • E. Augusta Emma d'Este
    Augusta Emma d'Este was an illegitimate daughter of Prince Augustus Frederick, Duke of Sussex, and Lady Augusta Murray, whose contested parents’ marriage left her without full royal status despite her close connection to the British royal 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_69d889d22b848190a4663d0b8f8f76e7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43900eca88190930af0e4ec4fc0f9 completed April 19, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b810c24c8190800cca5092c599a0 completed May 11, 2026, 11:05 a.m.
NEDg Description generation batch_6a01b8c906ec8190ae9e56b3bdb97fe4 completed May 11, 2026, 11:08 a.m.
NED2 Entity disambiguation (via description) batch_6a01b9343028819082933b51bb092b3d completed May 11, 2026, 11:10 a.m.
Created at: April 10, 2026, 5:43 a.m.