Triple

T1015568
Position Surface form Disambiguated ID Type / Status
Subject Florentine school E21921 entity
Predicate patron P2320 FINISHED
Object 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.
E121055 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 guilds | Statement: [Florentine school, patron, Florentine guilds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florentine guilds
Context triple: [Florentine school, patron, Florentine guilds]
  • A. Medici court in Florence
    The Medici court in Florence was the powerful Renaissance-era ruling household and cultural center of the Medici family, renowned for its patronage of arts and sciences.
  • B. House of Medici
    The House of Medici was a powerful Italian banking dynasty and political family that dominated Florence’s politics and culture during the Renaissance and produced multiple popes and European rulers.
  • 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. 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.
  • E. Ciocchi del Monte
    Ciocchi del Monte was the noble Italian family from which Pope Julius III originated.
  • 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 guilds
Triple: [Florentine school, patron, Florentine guilds]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florentine guilds
Target entity description: 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.
  • A. Medici court in Florence
    The Medici court in Florence was the powerful Renaissance-era ruling household and cultural center of the Medici family, renowned for its patronage of arts and sciences.
  • B. House of Medici
    The House of Medici was a powerful Italian banking dynasty and political family that dominated Florence’s politics and culture during the Renaissance and produced multiple popes and European rulers.
  • 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. 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.
  • E. Ciocchi del Monte
    Ciocchi del Monte was the noble Italian family from which Pope Julius III originated.
  • 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_69a493c68e24819080ed0ee8bcfd5ce0 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7c05060819083c51717874074c8 completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3baf80348190b6909cbd1fd40cb4 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3cb90e80819099cf5e0a795b0c6a completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d0fcdb88190b4c5e5ddf41e2716 completed March 7, 2026, 2:58 p.m.
Created at: March 1, 2026, 7:41 p.m.