Triple

T15344943
Position Surface form Disambiguated ID Type / Status
Subject Ferrante II Gonzaga E366891 entity
Predicate child P120 FINISHED
Object Isabella Gonzaga
Isabella Gonzaga was a noblewoman of the influential Italian Gonzaga family, daughter of Ferrante II Gonzaga.
E1157943 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 Gonzaga | Statement: [Ferrante II Gonzaga, child, Isabella Gonzaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isabella Gonzaga
Context triple: [Ferrante II Gonzaga, child, Isabella Gonzaga]
  • 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. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the influential Gonzaga family who became Duchess of Urbino through her marriage to Francesco Maria I della Rovere.
  • C. 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.
  • 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. Valentina Visconti
    Valentina Visconti was a late 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Orléans through her marriage to Louis I, Duke of Orléans, and played a notable role in Franco-Italian dynastic politics.
  • 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 Gonzaga
Triple: [Ferrante II Gonzaga, child, Isabella Gonzaga]
Generated description
Isabella Gonzaga was a noblewoman of the influential Italian Gonzaga family, daughter of Ferrante II Gonzaga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isabella Gonzaga
Target entity description: Isabella Gonzaga was a noblewoman of the influential Italian Gonzaga family, daughter of Ferrante II Gonzaga.
  • 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. Eleonora Gonzaga
    Eleonora Gonzaga was an Italian noblewoman of the influential Gonzaga family who became Duchess of Urbino through her marriage to Francesco Maria I della Rovere.
  • C. 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.
  • 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. Valentina Visconti
    Valentina Visconti was a late 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Orléans through her marriage to Louis I, Duke of Orléans, and played a notable role in Franco-Italian dynastic politics.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e163a3c8190ab933411372c1573 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff219635b08190a19dcaeb72240379 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff22e2f298819085c90e28acafef44 completed May 9, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff240af68c8190af88834d97a42afb completed May 9, 2026, 12:09 p.m.
Created at: April 10, 2026, 3:17 a.m.