Triple

T556400
Position Surface form Disambiguated ID Type / Status
Subject Cesare Beccaria E11949 entity
Predicate partOf P40 FINISHED
Object Milanese Enlightenment
The Milanese Enlightenment was an 18th-century intellectual and reform movement centered in Milan that promoted legal, economic, and social modernization through the work of thinkers such as Cesare Beccaria.
E69848 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: Milanese Enlightenment | Statement: [Cesare Beccaria, partOf, Milanese Enlightenment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milanese Enlightenment
Context triple: [Cesare Beccaria, partOf, Milanese Enlightenment]
  • A. 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.
  • B. 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.
  • C. Russian Enlightenment
    The Russian Enlightenment was an 18th-century intellectual and cultural movement in Russia that adapted and spread European Enlightenment ideas—such as rationalism, secular education, and legal and social reform—within the context of the Russian Empire.
  • D. French Enlightenment
    The French Enlightenment was an 18th-century intellectual movement in France characterized by figures like Voltaire, Rousseau, and Diderot, who championed reason, secularism, and political and social reform, laying ideological foundations for the French Revolution.
  • E. German Enlightenment
    The German Enlightenment was an 18th-century intellectual movement in German-speaking Europe characterized by advances in philosophy, literature, theology, and science, and associated with figures such as Immanuel Kant, Gotthold Ephraim Lessing, and Moses Mendelssohn.
  • 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: Milanese Enlightenment
Triple: [Cesare Beccaria, partOf, Milanese Enlightenment]
Generated description
The Milanese Enlightenment was an 18th-century intellectual and reform movement centered in Milan that promoted legal, economic, and social modernization through the work of thinkers such as Cesare Beccaria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milanese Enlightenment
Target entity description: The Milanese Enlightenment was an 18th-century intellectual and reform movement centered in Milan that promoted legal, economic, and social modernization through the work of thinkers such as Cesare Beccaria.
  • A. 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.
  • B. 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.
  • C. Russian Enlightenment
    The Russian Enlightenment was an 18th-century intellectual and cultural movement in Russia that adapted and spread European Enlightenment ideas—such as rationalism, secular education, and legal and social reform—within the context of the Russian Empire.
  • D. French Enlightenment
    The French Enlightenment was an 18th-century intellectual movement in France characterized by figures like Voltaire, Rousseau, and Diderot, who championed reason, secularism, and political and social reform, laying ideological foundations for the French Revolution.
  • E. German Enlightenment
    The German Enlightenment was an 18th-century intellectual movement in German-speaking Europe characterized by advances in philosophy, literature, theology, and science, and associated with figures such as Immanuel Kant, Gotthold Ephraim Lessing, and Moses Mendelssohn.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4991ef9b0819092ec0407270373f4 completed March 1, 2026, 7:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e644f41c819099743a6c4f2815e4 completed March 2, 2026, 1:22 a.m.
NEDg Description generation batch_69a4e6cfdbf48190814dfb9d2bd8dbf5 completed March 2, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_69a4e79f2a8881909210998edba8a2a8 completed March 2, 2026, 1:27 a.m.
Created at: March 1, 2026, 7:32 p.m.