Triple

T5185884
Position Surface form Disambiguated ID Type / Status
Subject Vita di Cicerone E117028 entity
Predicate associatedWith P37 FINISHED
Object Florentine chancellery humanism
Florentine chancellery humanism was a civic-oriented strand of Renaissance humanism centered in Florence’s republican chancery, characterized by elegant Latin, classical models, and a focus on public rhetoric and political life.
E501180 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: Florentine chancellery humanism | Statement: [Vita di Cicerone, associatedWith, Florentine chancellery humanism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florentine chancellery humanism
Context triple: [Vita di Cicerone, associatedWith, Florentine chancellery humanism]
  • A. Renaissance humanism
    Renaissance humanism was an intellectual movement of the late Middle Ages and Renaissance that emphasized the study of classical antiquity, human potential, and secular learning, laying foundations for modern Western thought.
  • B. Florentine guilds
    The Florentine guilds were powerful medieval and Renaissance trade and professional associations in Florence that regulated economic life, influenced politics, and sponsored major artistic and architectural commissions.
  • C. Florentine school
    The Florentine school was a major Italian Renaissance art movement centered in Florence, renowned for its pioneering use of linear perspective, anatomical realism, and humanist themes.
  • D. I Tatti Renaissance Library
    The I Tatti Renaissance Library is a scholarly series that publishes authoritative editions and English translations of major Latin works from the Italian Renaissance.
  • E. History of the Florentine People
    History of the Florentine People is a seminal early 15th-century humanist history that chronicles the political and civic development of Florence and helped shape Renaissance historiography.
  • 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: Florentine chancellery humanism
Triple: [Vita di Cicerone, associatedWith, Florentine chancellery humanism]
Generated description
Florentine chancellery humanism was a civic-oriented strand of Renaissance humanism centered in Florence’s republican chancery, characterized by elegant Latin, classical models, and a focus on public rhetoric and political life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florentine chancellery humanism
Target entity description: Florentine chancellery humanism was a civic-oriented strand of Renaissance humanism centered in Florence’s republican chancery, characterized by elegant Latin, classical models, and a focus on public rhetoric and political life.
  • A. Renaissance humanism
    Renaissance humanism was an intellectual movement of the late Middle Ages and Renaissance that emphasized the study of classical antiquity, human potential, and secular learning, laying foundations for modern Western thought.
  • B. Florentine guilds
    The Florentine guilds were powerful medieval and Renaissance trade and professional associations in Florence that regulated economic life, influenced politics, and sponsored major artistic and architectural commissions.
  • C. Florentine school
    The Florentine school was a major Italian Renaissance art movement centered in Florence, renowned for its pioneering use of linear perspective, anatomical realism, and humanist themes.
  • D. I Tatti Renaissance Library
    The I Tatti Renaissance Library is a scholarly series that publishes authoritative editions and English translations of major Latin works from the Italian Renaissance.
  • E. History of the Florentine People
    History of the Florentine People is a seminal early 15th-century humanist history that chronicles the political and civic development of Florence and helped shape Renaissance historiography.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c269148190badbaf9832a194c0 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee085177c8190afce36104b3e3809 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5c7b528819097f2ab4945150dba completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:46 p.m.