Triple

T15050139
Position Surface form Disambiguated ID Type / Status
Subject Giovanni Gentile E379336 entity
Predicate implementedReform P172 FINISHED
Object Gentile Reform of Italian education
The Gentile Reform of Italian education was a sweeping early 1920s overhaul of Italy’s school system under Fascism that centralized control, emphasized classical and humanistic studies, and made philosophy and the humanities the core of secondary education.
E1136164 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: Gentile Reform of Italian education | Statement: [Giovanni Gentile, implementedReform, Gentile Reform of Italian education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gentile Reform of Italian education
Context triple: [Giovanni Gentile, implementedReform, Gentile Reform of Italian education]
  • A. Bologna Teaches
    "Bologna Teaches" is the English motto of the Kappa Sigma fraternity, referencing its legendary origins at the University of Bologna in Italy.
  • B. Institución Libre de Enseñanza
    The Institución Libre de Enseñanza was an influential progressive educational institution in Spain that promoted liberal, secular, and humanistic teaching and shaped many leading Spanish intellectuals of the early 20th century.
  • C. Roma Education Fund
    The Roma Education Fund is an organization dedicated to improving educational opportunities and outcomes for Roma communities across Europe through scholarships, policy advocacy, and inclusive school programs.
  • D. Italian School of the Judiciary
    The Italian School of the Judiciary is the national institution responsible for the professional training and continuing education of judges and public prosecutors in Italy.
  • E. Memoria sobre la educación pública
    Memoria sobre la educación pública is an influential Enlightenment-era treatise by Spanish thinker Gaspar Melchor de Jovellanos that advocates comprehensive reform of Spain’s educational system to promote civic virtue and national progress.
  • 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: Gentile Reform of Italian education
Triple: [Giovanni Gentile, implementedReform, Gentile Reform of Italian education]
Generated description
The Gentile Reform of Italian education was a sweeping early 1920s overhaul of Italy’s school system under Fascism that centralized control, emphasized classical and humanistic studies, and made philosophy and the humanities the core of secondary education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gentile Reform of Italian education
Target entity description: The Gentile Reform of Italian education was a sweeping early 1920s overhaul of Italy’s school system under Fascism that centralized control, emphasized classical and humanistic studies, and made philosophy and the humanities the core of secondary education.
  • A. Bologna Teaches
    "Bologna Teaches" is the English motto of the Kappa Sigma fraternity, referencing its legendary origins at the University of Bologna in Italy.
  • B. Institución Libre de Enseñanza
    The Institución Libre de Enseñanza was an influential progressive educational institution in Spain that promoted liberal, secular, and humanistic teaching and shaped many leading Spanish intellectuals of the early 20th century.
  • C. Roma Education Fund
    The Roma Education Fund is an organization dedicated to improving educational opportunities and outcomes for Roma communities across Europe through scholarships, policy advocacy, and inclusive school programs.
  • D. Italian School of the Judiciary
    The Italian School of the Judiciary is the national institution responsible for the professional training and continuing education of judges and public prosecutors in Italy.
  • E. Memoria sobre la educación pública
    Memoria sobre la educación pública is an influential Enlightenment-era treatise by Spanish thinker Gaspar Melchor de Jovellanos that advocates comprehensive reform of Spain’s educational system to promote civic virtue and national progress.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda8f71988190b4fe7f7de4ccb798 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5b96ae08190b15873634b67e8d9 completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea6dc14888190a80595c299dbaeac completed May 9, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69feaab0036c8190a486e4826e72925f completed May 9, 2026, 3:32 a.m.
Created at: April 10, 2026, 3:01 a.m.