Triple

T5396580
Position Surface form Disambiguated ID Type / Status
Subject The Art of War (Machiavelli) E120670 entity
Predicate settingLocation P40 FINISHED
Object Orti Oricellari, Florence
Orti Oricellari in Florence was a Renaissance garden and intellectual gathering place where Niccolò Machiavelli set the dialogues of his treatise "The Art of War."
E516647 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: Orti Oricellari, Florence | Statement: [The Art of War (Machiavelli), settingLocation, Orti Oricellari, Florence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orti Oricellari, Florence
Context triple: [The Art of War (Machiavelli), settingLocation, Orti Oricellari, Florence]
  • A. San Lorenzo complex, Florence
    The San Lorenzo complex in Florence is a major Renaissance architectural ensemble centered around the Basilica of San Lorenzo, incorporating works by Brunelleschi and Michelangelo, including the Medici chapels and the Laurentian Library.
  • B. Santo Spirito, Florence
    Santo Spirito in Florence is a Renaissance church renowned for its harmonious architectural design, traditionally attributed to Filippo Brunelleschi.
  • C. Boboli Gardens
    Boboli Gardens is a historic Italian Renaissance park in Florence renowned for its formal landscaping, sculptures, and fountains behind the Pitti Palace.
  • D. English Cemetery, Florence
    The English Cemetery in Florence is a historic 19th-century Protestant burial ground known for the graves of notable foreign residents, writers, and intellectuals who lived or died in the city.
  • E. Orto Botanico Comunale di Lucca
    Orto Botanico Comunale di Lucca is a historic botanical garden in Lucca, Italy, known for its diverse plant collections and tranquil landscaped grounds within the city’s Renaissance walls.
  • 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: Orti Oricellari, Florence
Triple: [The Art of War (Machiavelli), settingLocation, Orti Oricellari, Florence]
Generated description
Orti Oricellari in Florence was a Renaissance garden and intellectual gathering place where Niccolò Machiavelli set the dialogues of his treatise "The Art of War."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orti Oricellari, Florence
Target entity description: Orti Oricellari in Florence was a Renaissance garden and intellectual gathering place where Niccolò Machiavelli set the dialogues of his treatise "The Art of War."
  • A. San Lorenzo complex, Florence
    The San Lorenzo complex in Florence is a major Renaissance architectural ensemble centered around the Basilica of San Lorenzo, incorporating works by Brunelleschi and Michelangelo, including the Medici chapels and the Laurentian Library.
  • B. Santo Spirito, Florence
    Santo Spirito in Florence is a Renaissance church renowned for its harmonious architectural design, traditionally attributed to Filippo Brunelleschi.
  • C. Boboli Gardens
    Boboli Gardens is a historic Italian Renaissance park in Florence renowned for its formal landscaping, sculptures, and fountains behind the Pitti Palace.
  • D. English Cemetery, Florence
    The English Cemetery in Florence is a historic 19th-century Protestant burial ground known for the graves of notable foreign residents, writers, and intellectuals who lived or died in the city.
  • E. Orto Botanico Comunale di Lucca
    Orto Botanico Comunale di Lucca is a historic botanical garden in Lucca, Italy, known for its diverse plant collections and tranquil landscaped grounds within the city’s Renaissance walls.
  • 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_69bd8746f7148190a825736a14baeee1 completed March 20, 2026, 5:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3379aae881909217c29aee856e5d completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf33f58bc48190a3ac42d637f4a052 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34882fdc8190acab540c5ff07bd8 completed March 22, 2026, 12:15 a.m.
Created at: March 20, 2026, 2:04 p.m.