Triple

T5860532
Position Surface form Disambiguated ID Type / Status
Subject Deepak Nayyar E130263 entity
Predicate notableWork P4 FINISHED
Object Developing Countries in the World Economy E550370 NE FINISHED

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: Developing Countries in the World Economy | Statement: [Deepak Nayyar, notableWork, Developing Countries in the World Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Developing Countries in the World Economy
Context triple: [Deepak Nayyar, notableWork, Developing Countries in the World Economy]
  • A. Catch Up: Developing Countries in the World Economy chosen
    "Catch Up: Developing Countries in the World Economy" is a scholarly book that analyzes how and why some developing countries have successfully narrowed the economic gap with advanced economies, focusing on historical patterns, policy choices, and global economic structures.
  • B. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • C. The Political Economy of Development in India
    The Political Economy of Development in India is a seminal scholarly work that analyzes India’s post-independence economic development through the lens of political institutions, class interests, and state policy.
  • D. Imperialism and World Economy
    "Imperialism and World Economy" is a Marxist economic analysis by Nikolai Bukharin that examines how the development of global capitalism and finance capital leads to imperialist expansion and inter-imperialist rivalry.
  • E. Dependency and Development in Latin America
    Dependency and Development in Latin America is a foundational work in dependency theory that analyzes how structural economic and political inequalities shape Latin American underdevelopment within the global capitalist system.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03588dd8c81909491350140ea340e completed March 22, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b10b55a88190b525405b1e20ea77 completed March 23, 2026, 3:18 a.m.
Created at: March 22, 2026, 3:56 p.m.