Triple

T23199995
Position Surface form Disambiguated ID Type / Status
Subject Institutions, Institutional Change and Economic Performance E579978 entity
Predicate relatedWorkOfAuthor P922 FINISHED
Object Understanding the Process of Economic Change — NE NERFINISHED

How this triple was built (3 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: Understanding the Process of Economic Change | Statement: [Institutions, Institutional Change and Economic Performance, relatedWorkOfAuthor, Understanding the Process of Economic Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Understanding the Process of Economic Change
Context triple: [Institutions, Institutional Change and Economic Performance, relatedWorkOfAuthor, Understanding the Process of Economic Change]
  • A. The Process of Economic Evolution
    The Process of Economic Evolution is an essay by José Carlos Mariátegui that analyzes Peru’s historical and social development through a Marxist lens, focusing on how economic structures and class relations have shaped the country’s reality.
  • B. Structure and Change in Economic History
    Structure and Change in Economic History is a seminal book by economist Douglass C. North that applies institutional and economic theory to explain long-term historical development and economic performance.
  • C. Explaining Technical Change
    Explaining Technical Change is a scholarly work by Jon Elster that analyzes how and why technological innovations emerge and spread, using tools from rational choice theory and social science.
  • D. Institutions, Institutional Change and Economic Performance
    Institutions, Institutional Change and Economic Performance is a seminal book by economist Douglass C. North that analyzes how formal and informal institutions shape long-term economic development and historical change.
  • E. The Trend of Economic Thinking
    The Trend of Economic Thinking is a collection of essays by economist F. A. Hayek that traces the historical development of economic ideas and their influence on modern economic theory.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Understanding the Process of Economic Change
Target entity description: "Understanding the Process of Economic Change" is a scholarly work by Douglass C. North that analyzes how institutions evolve over time and shape long-term economic development.
  • A. The Process of Economic Evolution
    The Process of Economic Evolution is an essay by José Carlos Mariátegui that analyzes Peru’s historical and social development through a Marxist lens, focusing on how economic structures and class relations have shaped the country’s reality.
  • B. Structure and Change in Economic History
    Structure and Change in Economic History is a seminal book by economist Douglass C. North that applies institutional and economic theory to explain long-term historical development and economic performance.
  • C. Explaining Technical Change
    Explaining Technical Change is a scholarly work by Jon Elster that analyzes how and why technological innovations emerge and spread, using tools from rational choice theory and social science.
  • D. Institutions, Institutional Change and Economic Performance chosen
    Institutions, Institutional Change and Economic Performance is a seminal book by economist Douglass C. North that analyzes how formal and informal institutions shape long-term economic development and historical change.
  • E. The Trend of Economic Thinking
    The Trend of Economic Thinking is a collection of essays by economist F. A. Hayek that traces the historical development of economic ideas and their influence on modern economic theory.
  • F. None of above.

Provenance (2 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f19078f28c8190973f1bd6f2bceb5a completed April 29, 2026, 5 a.m.
Created at: April 17, 2026, 4:06 p.m.