Triple

T22801437
Position Surface form Disambiguated ID Type / Status
Subject Gianfrancesco I Gonzaga E564403 entity
Predicate child P120 FINISHED
Object Margherita Gonzaga
Margherita Gonzaga was an Italian noblewoman of the influential Gonzaga family, known for her role in the political and dynastic alliances of Renaissance Italy.
E1561914 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: Margherita Gonzaga | Statement: [Gianfrancesco I Gonzaga, child, Margherita Gonzaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margherita Gonzaga
Context triple: [Gianfrancesco I Gonzaga, child, Margherita Gonzaga]
  • A. Ippolita Gonzaga
    Ippolita Gonzaga was a 16th-century Italian noblewoman of the influential Gonzaga family of Mantua, noted for her humanist education and connections to major Renaissance courts.
  • B. Isabella Gonzaga
    Isabella Gonzaga was a noblewoman of the influential Italian Gonzaga family, daughter of Ferrante II Gonzaga.
  • C. Orsina Gonzaga
    Orsina Gonzaga was a noblewoman of the influential Italian Gonzaga family, active during the late Middle Ages and early Renaissance.
  • D. Elisabetta Gonzaga
    Elisabetta Gonzaga was an Italian Renaissance noblewoman and influential cultural patron, best known as the Duchess of Urbino and a central figure in the courtly life depicted in Baldassare Castiglione’s "The Book of the Courtier."
  • E. 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.
  • 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: Margherita Gonzaga
Triple: [Gianfrancesco I Gonzaga, child, Margherita Gonzaga]
Generated description
Margherita Gonzaga was an Italian noblewoman of the influential Gonzaga family, known for her role in the political and dynastic alliances of Renaissance Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margherita Gonzaga
Target entity description: Margherita Gonzaga was an Italian noblewoman of the influential Gonzaga family, known for her role in the political and dynastic alliances of Renaissance Italy.
  • A. Ippolita Gonzaga
    Ippolita Gonzaga was a 16th-century Italian noblewoman of the influential Gonzaga family of Mantua, noted for her humanist education and connections to major Renaissance courts.
  • B. Isabella Gonzaga
    Isabella Gonzaga was a noblewoman of the influential Italian Gonzaga family, daughter of Ferrante II Gonzaga.
  • C. Orsina Gonzaga
    Orsina Gonzaga was a noblewoman of the influential Italian Gonzaga family, active during the late Middle Ages and early Renaissance.
  • D. Elisabetta Gonzaga
    Elisabetta Gonzaga was an Italian Renaissance noblewoman and influential cultural patron, best known as the Duchess of Urbino and a central figure in the courtly life depicted in Baldassare Castiglione’s "The Book of the Courtier."
  • E. 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.
  • 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_69e2458185f88190b0045227ee420411 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cdd87648190ba30f0b8f3ef7346 completed April 29, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc23199888190a93b5017fccfcbdb completed May 19, 2026, 1:51 a.m.
NEDg Description generation batch_6a0bc35c3ea08190a3b9111297774e6c completed May 19, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc43eafe081909dfff8b40d624635 completed May 19, 2026, 2 a.m.
Created at: April 17, 2026, 3:31 p.m.