Triple

T5396594
Position Surface form Disambiguated ID Type / Status
Subject The Art of War (Machiavelli) E120670 entity
Predicate otherInterlocutor P12142 FINISHED
Object Cosimo de’ Pazzi
Cosimo de’ Pazzi was a Florentine nobleman and member of the powerful Pazzi family, known primarily for his role in the political intrigues of Renaissance Florence.
E525082 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: Cosimo de’ Pazzi | Statement: [The Art of War (Machiavelli), otherInterlocutor, Cosimo de’ Pazzi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cosimo de’ Pazzi
Context triple: [The Art of War (Machiavelli), otherInterlocutor, Cosimo de’ Pazzi]
  • A. Piero de' Medici
    Piero de' Medici was a 15th-century Florentine ruler from the powerful Medici family, known for his brief and unpopular leadership that led to the Medici’s temporary expulsion from Florence.
  • B. Cosimo de' Medici
    Cosimo de' Medici was a powerful 15th-century Florentine banker and statesman who effectively founded the political dominance of the Medici family and became a major patron of Renaissance art and humanism.
  • C. Lorenzo de' Medici
    Lorenzo de' Medici was a powerful 15th-century Florentine statesman, de facto ruler of the Republic of Florence, and leading patron of Renaissance art and culture.
  • D. Giuliano de' Medici
    Giuliano de' Medici was a 15th-century Florentine nobleman and co-ruler of Florence, best known for his role in the powerful Medici dynasty and his assassination during the Pazzi Conspiracy.
  • E. Giovanni di Lorenzo de' Medici
    Giovanni di Lorenzo de' Medici, later Pope Leo X, was a powerful Renaissance-era pope from the influential Medici family who played a key role in the politics and culture of early 16th-century Europe.
  • 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: Cosimo de’ Pazzi
Triple: [The Art of War (Machiavelli), otherInterlocutor, Cosimo de’ Pazzi]
Generated description
Cosimo de’ Pazzi was a Florentine nobleman and member of the powerful Pazzi family, known primarily for his role in the political intrigues of Renaissance Florence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cosimo de’ Pazzi
Target entity description: Cosimo de’ Pazzi was a Florentine nobleman and member of the powerful Pazzi family, known primarily for his role in the political intrigues of Renaissance Florence.
  • A. Piero de' Medici
    Piero de' Medici was a 15th-century Florentine ruler from the powerful Medici family, known for his brief and unpopular leadership that led to the Medici’s temporary expulsion from Florence.
  • B. Cosimo de' Medici
    Cosimo de' Medici was a powerful 15th-century Florentine banker and statesman who effectively founded the political dominance of the Medici family and became a major patron of Renaissance art and humanism.
  • C. Lorenzo de' Medici
    Lorenzo de' Medici was a powerful 15th-century Florentine statesman, de facto ruler of the Republic of Florence, and leading patron of Renaissance art and culture.
  • D. Giuliano de' Medici
    Giuliano de' Medici was a 15th-century Florentine nobleman and co-ruler of Florence, best known for his role in the powerful Medici dynasty and his assassination during the Pazzi Conspiracy.
  • E. Giovanni di Lorenzo de' Medici
    Giovanni di Lorenzo de' Medici, later Pope Leo X, was a powerful Renaissance-era pope from the influential Medici family who played a key role in the politics and culture of early 16th-century Europe.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ac1bf08190a9a575c9822de6cc completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf858027b08190a6ea46493c6a87c6 completed March 22, 2026, 6 a.m.
NEDg Description generation batch_69bf863b968c8190ae1f8f5955750a12 completed March 22, 2026, 6:03 a.m.
NED2 Entity disambiguation (via description) batch_69bf866f10048190a9e13020f113b10a completed March 22, 2026, 6:04 a.m.
Created at: March 20, 2026, 2:04 p.m.