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.