Triple

T162753
Position Surface form Disambiguated ID Type / Status
Subject Renaissance humanism E3321 entity
Predicate associatedWithFigure P1183 FINISHED
Object Niccolò Machiavelli
Niccolò Machiavelli was an Italian Renaissance political philosopher, diplomat, and writer best known for his treatise "The Prince," which explores pragmatic and often ruthless strategies for acquiring and maintaining power.
E22560 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: Niccolò Machiavelli | Statement: [Renaissance humanism, associatedWithFigure, Niccolò Machiavelli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niccolò Machiavelli
Context triple: [Renaissance humanism, associatedWithFigure, Niccolò Machiavelli]
  • A. Leonardo Bruni
    Leonardo Bruni was an influential early Italian Renaissance humanist, historian, and chancellor of Florence, known for his Latin writings and for helping shape civic humanism.
  • B. Coluccio Salutati
    Coluccio Salutati was a leading early Italian humanist and chancellor of Florence whose scholarship and political influence helped lay the foundations of Renaissance humanism.
  • C. Pico della Mirandola
    Pico della Mirandola was an Italian Renaissance philosopher famed for his "Oration on the Dignity of Man," a foundational text of humanist thought.
  • D. Lorenzo Valla
    Lorenzo Valla was a 15th-century Italian humanist, philologist, and critic best known for his pioneering textual analysis that exposed the Donation of Constantine as a forgery and helped shape Renaissance humanist scholarship.
  • E. Marsilio Ficino
    Marsilio Ficino was a pivotal 15th-century Italian philosopher, priest, and translator whose revival of Plato and development of Neoplatonism profoundly shaped Renaissance thought and humanism.
  • 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: Niccolò Machiavelli
Triple: [Renaissance humanism, associatedWithFigure, Niccolò Machiavelli]
Generated description
Niccolò Machiavelli was an Italian Renaissance political philosopher, diplomat, and writer best known for his treatise "The Prince," which explores pragmatic and often ruthless strategies for acquiring and maintaining power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niccolò Machiavelli
Target entity description: Niccolò Machiavelli was an Italian Renaissance political philosopher, diplomat, and writer best known for his treatise "The Prince," which explores pragmatic and often ruthless strategies for acquiring and maintaining power.
  • A. Leonardo Bruni
    Leonardo Bruni was an influential early Italian Renaissance humanist, historian, and chancellor of Florence, known for his Latin writings and for helping shape civic humanism.
  • B. Coluccio Salutati
    Coluccio Salutati was a leading early Italian humanist and chancellor of Florence whose scholarship and political influence helped lay the foundations of Renaissance humanism.
  • C. Pico della Mirandola
    Pico della Mirandola was an Italian Renaissance philosopher famed for his "Oration on the Dignity of Man," a foundational text of humanist thought.
  • D. Lorenzo Valla
    Lorenzo Valla was a 15th-century Italian humanist, philologist, and critic best known for his pioneering textual analysis that exposed the Donation of Constantine as a forgery and helped shape Renaissance humanist scholarship.
  • E. Marsilio Ficino
    Marsilio Ficino was a pivotal 15th-century Italian philosopher, priest, and translator whose revival of Plato and development of Neoplatonism profoundly shaped Renaissance thought and humanism.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2585a1a6481908899ad51211950e8 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2f0b399d0819088332903146ddf94 completed Feb. 28, 2026, 1:42 p.m.
NEDg Description generation batch_69a2f1617d1881908010a173098ad8a8 completed Feb. 28, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69a2f1cf22f48190a7cc60661a61db4a completed Feb. 28, 2026, 1:46 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.