Triple

T20352002
Position Surface form Disambiguated ID Type / Status
Subject Poor Economics E496034 entity
Predicate followedBy P78 FINISHED
Object Good Economics for Hard Times — NE NERFINISHED

How this triple was built (2 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: Good Economics for Hard Times | Statement: [Poor Economics, followedBy, Good Economics for Hard Times]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Good Economics for Hard Times
Context triple: [Poor Economics, followedBy, Good Economics for Hard Times]
  • A. Good Economics for Hard Times chosen
    Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
  • B. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • C. Economism: Bad Economics and the Rise of Inequality
    "Economism: Bad Economics and the Rise of Inequality" is a nonfiction book by James Kwak that critiques the oversimplified use of free-market economic theory in politics and public discourse and argues that it has contributed significantly to rising inequality.
  • D. Economics: The User’s Guide
    Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
  • E. Capitalism as if the World Matters
    Capitalism as if the World Matters is a book by environmentalist Jonathan Porritt that argues for transforming capitalism to operate within ecological limits and support sustainable development.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b4a3f7f48190b37f354574028ca6 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67850ace48190b19aff5780fef7e8 completed April 20, 2026, 7:02 p.m.
Created at: April 16, 2026, 11:24 a.m.