Triple

T4910540
Position Surface form Disambiguated ID Type / Status
Subject Luigi Einaudi E110218 entity
Predicate notableWork P4 FINISHED
Object Lezioni di politica sociale
Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic framework.
E479501 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: Lezioni di politica sociale | Statement: [Luigi Einaudi, notableWork, Lezioni di politica sociale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lezioni di politica sociale
Context triple: [Luigi Einaudi, notableWork, Lezioni di politica sociale]
  • A. Miles to Go: A Personal History of Social Policy
    "Miles to Go: A Personal History of Social Policy" is a reflective work by Daniel Patrick Moynihan that traces the evolution and challenges of American social policy through his experiences as a scholar, advisor, and U.S. senator.
  • B. Socialism Re-examined
    Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
  • C. Beyond the Welfare State
    "Beyond the Welfare State" is a seminal work of social and economic theory by Gunnar Myrdal that analyzes and critiques modern welfare-state capitalism and explores paths toward more comprehensive social reform.
  • D. The Idea of Socialism
    The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
  • E. The Socialist Budget
    The Socialist Budget is a political and economic work by British Labour politician Philip Snowden outlining his vision for a fiscally responsible yet socially progressive government budget.
  • 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: Lezioni di politica sociale
Triple: [Luigi Einaudi, notableWork, Lezioni di politica sociale]
Generated description
Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lezioni di politica sociale
Target entity description: Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic framework.
  • A. Miles to Go: A Personal History of Social Policy
    "Miles to Go: A Personal History of Social Policy" is a reflective work by Daniel Patrick Moynihan that traces the evolution and challenges of American social policy through his experiences as a scholar, advisor, and U.S. senator.
  • B. Socialism Re-examined
    Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
  • C. Beyond the Welfare State
    "Beyond the Welfare State" is a seminal work of social and economic theory by Gunnar Myrdal that analyzes and critiques modern welfare-state capitalism and explores paths toward more comprehensive social reform.
  • D. The Idea of Socialism
    The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
  • E. The Socialist Budget
    The Socialist Budget is a political and economic work by British Labour politician Philip Snowden outlining his vision for a fiscally responsible yet socially progressive government budget.
  • 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_69bd44132b94819088522d92beaadc78 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e9acc0c819080b07e2e7924d163 completed March 20, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fe43a888190ab1b150da0f49203 completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be72027b40819086fb972d18b0e43b completed March 21, 2026, 10:25 a.m.
NED2 Entity disambiguation (via description) batch_69be724d258481908e33796aabdb32f2 completed March 21, 2026, 10:26 a.m.
Created at: March 20, 2026, 1:29 p.m.