Triple

T1798887
Position Surface form Disambiguated ID Type / Status
Subject Jan Tinbergen E39667 entity
Predicate notableWork P4 FINISHED
Object 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.
 E200965 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: Economic Policy: Principles and Design | Statement: [Jan Tinbergen, notableWork, Economic Policy: Principles and Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Economic Policy: Principles and Design
Context triple: [Jan Tinbergen, notableWork, Economic Policy: Principles and Design]
  • A. American Economic Journal: Economic Policy
    American Economic Journal: Economic Policy is a peer-reviewed academic journal focusing on empirical and theoretical research in economic policy issues.
  • B. Introduction to Modern Economic Growth
    Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
  • C. Theoretical Economics
    Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
  • D. Economic Sciences
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • E. American Economic Journal: Applied Economics
    American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
  • 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: Economic Policy: Principles and Design
Triple: [Jan Tinbergen, notableWork, Economic Policy: Principles and Design]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Economic Policy: Principles and Design
Target entity description: "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.
  • A. American Economic Journal: Economic Policy
    American Economic Journal: Economic Policy is a peer-reviewed academic journal focusing on empirical and theoretical research in economic policy issues.
  • B. Introduction to Modern Economic Growth
    Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
  • C. Theoretical Economics
    Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
  • D. Economic Sciences
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • E. American Economic Journal: Applied Economics
    American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6568373c81908044e0cd8a38344d completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.