Triple

T5720136
Position Surface form Disambiguated ID Type / Status
Subject "Give me liberty, or give me death!" speech E126122 entity
Predicate ideology P496 FINISHED
Object classical liberalism
Classical liberalism is a political philosophy that emphasizes individual liberty, limited government, free markets, and the protection of civil rights under the rule of law.
E131977 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: classical liberalism | Statement: ["Give me liberty, or give me death!" speech, ideology, classical liberalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: classical liberalism
Context triple: ["Give me liberty, or give me death!" speech, ideology, classical liberalism]
  • A. Liberalism
    Liberalism is a political and moral philosophy centered on individual rights, civil liberties, democracy, and free markets as the basis for organizing society and government.
  • B. Political Liberalism
    Political Liberalism is a major work of political philosophy by John Rawls that revises and extends his theory of justice to explain how a stable, fair society can exist amid deep moral and religious pluralism.
  • C. New Liberalism
    New Liberalism was an early 20th-century British political philosophy within the Liberal Party that emphasized social welfare, state intervention, and economic reforms to address poverty and inequality.
  • D. Liberalism and Democracy
    "Liberalism and Democracy" is a political philosophy book by Norberto Bobbio that examines the historical relationship, tensions, and possible reconciliation between liberalism and democratic theory.
  • E. classical economics
    Classical economics is a school of economic thought, originating in the late 18th century, that emphasizes free markets, competition, and the idea that self-interested behavior can lead to socially beneficial outcomes.
  • 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: classical liberalism
Triple: ["Give me liberty, or give me death!" speech, ideology, classical liberalism]
Generated description
Classical liberalism is a political philosophy that emphasizes individual liberty, limited government, free markets, and the protection of civil rights under the rule of law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: classical liberalism
Target entity description: Classical liberalism is a political philosophy that emphasizes individual liberty, limited government, free markets, and the protection of civil rights under the rule of law.
  • A. Liberalism chosen
    Liberalism is a political and moral philosophy centered on individual rights, civil liberties, democracy, and free markets as the basis for organizing society and government.
  • B. Political Liberalism
    Political Liberalism is a major work of political philosophy by John Rawls that revises and extends his theory of justice to explain how a stable, fair society can exist amid deep moral and religious pluralism.
  • C. New Liberalism
    New Liberalism was an early 20th-century British political philosophy within the Liberal Party that emphasized social welfare, state intervention, and economic reforms to address poverty and inequality.
  • D. Liberalism and Democracy
    "Liberalism and Democracy" is a political philosophy book by Norberto Bobbio that examines the historical relationship, tensions, and possible reconciliation between liberalism and democratic theory.
  • E. classical economics
    Classical economics is a school of economic thought, originating in the late 18th century, that emphasizes free markets, competition, and the idea that self-interested behavior can lead to socially beneficial outcomes.
  • F. None of above.

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_69c0082e3d548190950169847b43043b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024e328e08190a67e845b296e34e9 completed March 22, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a7db0788190b4a5e7b5d9c94588 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05b7c3bd48190ad8303bf1bb3ec6a completed March 22, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69c05c22c31081909a9a67d99e7c728c completed March 22, 2026, 9:16 p.m.
Created at: March 22, 2026, 3:46 p.m.