Triple

T5302470
Position Surface form Disambiguated ID Type / Status
Subject Ginevra de' Benci E120013 entity
Predicate associatedWith P37 FINISHED
Object Benci family of Florence
The Benci family of Florence was a prominent Florentine merchant and banking dynasty of the Renaissance, known for its wealth, civic influence, and patronage of the arts.
 E512712 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: Benci family of Florence | Statement: [Ginevra de' Benci, associatedWith, Benci family of Florence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benci family of Florence
Context triple: [Ginevra de' Benci, associatedWith, Benci family of Florence]
  • A. Medici family of Milan
    The Medici family of Milan was a lesser-known branch of the powerful Italian Medici lineage, associated with regional political influence and noble status in northern Italy.
  • B. Medici family
    The Medici family was a powerful and influential Florentine dynasty of bankers and politicians who became major patrons of the arts and key architects of the Italian Renaissance.
  • C. Guicciardini family
    The Guicciardini family was a prominent Florentine noble lineage influential in the political and intellectual life of Renaissance Italy.
  • D. Strozzi family
    The Strozzi family was a powerful and influential Florentine banking and political dynasty that rivaled the Medici during the Renaissance.
  • E. Rucellai family
    The Rucellai family was a prominent and wealthy Florentine merchant and banking dynasty that played a significant role in the political, economic, and cultural life of Renaissance Florence.
  • 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: Benci family of Florence
Triple: [Ginevra de' Benci, associatedWith, Benci family of Florence]
Generated description
The Benci family of Florence was a prominent Florentine merchant and banking dynasty of the Renaissance, known for its wealth, civic influence, and patronage of the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benci family of Florence
Target entity description: The Benci family of Florence was a prominent Florentine merchant and banking dynasty of the Renaissance, known for its wealth, civic influence, and patronage of the arts.
  • A. Medici family of Milan
    The Medici family of Milan was a lesser-known branch of the powerful Italian Medici lineage, associated with regional political influence and noble status in northern Italy.
  • B. Medici family
    The Medici family was a powerful and influential Florentine dynasty of bankers and politicians who became major patrons of the arts and key architects of the Italian Renaissance.
  • C. Guicciardini family
    The Guicciardini family was a prominent Florentine noble lineage influential in the political and intellectual life of Renaissance Italy.
  • D. Strozzi family
    The Strozzi family was a powerful and influential Florentine banking and political dynasty that rivaled the Medici during the Renaissance.
  • E. Rucellai family
    The Rucellai family was a prominent and wealthy Florentine merchant and banking dynasty that played a significant role in the political, economic, and cultural life of Renaissance Florence.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd851a42f08190a3017050c136b747 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf188394ec81909a03afe92750e9c1 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf1c6c84b481909c7e650c58961bd7 completed March 21, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69bf1cce6f9881908499ac380f183ffb completed March 21, 2026, 10:33 p.m.
Created at: March 20, 2026, 1:53 p.m.