Triple

T18291496
Position Surface form Disambiguated ID Type / Status
Subject The Limits of Liberty E438123 entity
Predicate relatedWork P37 FINISHED
Object Constitutional Economics
Constitutional Economics is a field of study that examines how constitutional rules and legal frameworks shape economic behavior, policy-making, and the performance of political-economic systems.
E1317117 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: Constitutional Economics | Statement: [The Limits of Liberty, relatedWork, Constitutional Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Constitutional Economics
Context triple: [The Limits of Liberty, relatedWork, Constitutional Economics]
  • A. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • B. "An Economic Interpretation of the Constitution of the United States"
    "An Economic Interpretation of the Constitution of the United States" is a landmark 1913 work of American historiography that argues the U.S. Constitution was shaped primarily by the economic interests of its framers rather than purely by political theory or democratic ideals.
  • C. Economic Analysis of Law
    Economic Analysis of Law is a foundational legal theory book by Richard Posner that applies microeconomic principles to understand and evaluate legal rules and institutions.
  • D. Political Economy (section)
    Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
  • E. Centralization and Decentralization in Economic Policy
    "Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy 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: Constitutional Economics
Triple: [The Limits of Liberty, relatedWork, Constitutional Economics]
Generated description
Constitutional Economics is a field of study that examines how constitutional rules and legal frameworks shape economic behavior, policy-making, and the performance of political-economic systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Constitutional Economics
Target entity description: Constitutional Economics is a field of study that examines how constitutional rules and legal frameworks shape economic behavior, policy-making, and the performance of political-economic systems.
  • A. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • B. "An Economic Interpretation of the Constitution of the United States"
    "An Economic Interpretation of the Constitution of the United States" is a landmark 1913 work of American historiography that argues the U.S. Constitution was shaped primarily by the economic interests of its framers rather than purely by political theory or democratic ideals.
  • C. Economic Analysis of Law
    Economic Analysis of Law is a foundational legal theory book by Richard Posner that applies microeconomic principles to understand and evaluate legal rules and institutions.
  • D. Political Economy (section)
    Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
  • E. Centralization and Decentralization in Economic Policy
    "Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e501000bd881909ae64ab64219bef6 completed April 19, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb58b4608190868e31df1c6592ae completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bc72aea48190992d7623970eef55 completed May 12, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd887970819088b68d18791e2a07 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 10:35 a.m.