Triple

T6262938
Position Surface form Disambiguated ID Type / Status
Subject Manmohan Singh E140343 entity
Predicate doctoralThesis P6 FINISHED
Object India’s export performance, 1951–1960, export prospects and policy implications
"India’s export performance, 1951–1960, export prospects and policy implications" is an economics doctoral thesis by Manmohan Singh that analyzes India’s export trends in the 1950s and draws policy conclusions for improving the country’s trade performance.
E579829 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: India’s export performance, 1951–1960, export prospects and policy implications | Statement: [Manmohan Singh, doctoralThesis, India’s export performance, 1951–1960, export prospects and policy implications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: India’s export performance, 1951–1960, export prospects and policy implications
Context triple: [Manmohan Singh, doctoralThesis, India’s export performance, 1951–1960, export prospects and policy implications]
  • A. 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.
  • B. Economic Reforms in India: Selected Writings
    Economic Reforms in India: Selected Writings is a collection of essays and speeches by Indian politician and economist P. Chidambaram analyzing and advocating key aspects of India’s post-1991 economic liberalization.
  • C. Studies in the Theory of International Trade
    Studies in the Theory of International Trade is a classic 1937 economic treatise that rigorously analyzes and synthesizes the foundations of international trade theory, including comparative advantage, tariffs, and customs unions.
  • D. The Market That Failed: A Decade of Neoliberal Economic Reforms in India
    The Market That Failed: A Decade of Neoliberal Economic Reforms in India is a critical economic analysis that examines the impacts and shortcomings of India’s neoliberal policy reforms during the 1990s.
  • E. Catch Up: Developing Countries in the World Economy
    "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.
  • 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: India’s export performance, 1951–1960, export prospects and policy implications
Triple: [Manmohan Singh, doctoralThesis, India’s export performance, 1951–1960, export prospects and policy implications]
Generated description
"India’s export performance, 1951–1960, export prospects and policy implications" is an economics doctoral thesis by Manmohan Singh that analyzes India’s export trends in the 1950s and draws policy conclusions for improving the country’s trade performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: India’s export performance, 1951–1960, export prospects and policy implications
Target entity description: "India’s export performance, 1951–1960, export prospects and policy implications" is an economics doctoral thesis by Manmohan Singh that analyzes India’s export trends in the 1950s and draws policy conclusions for improving the country’s trade performance.
  • A. 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.
  • B. Economic Reforms in India: Selected Writings
    Economic Reforms in India: Selected Writings is a collection of essays and speeches by Indian politician and economist P. Chidambaram analyzing and advocating key aspects of India’s post-1991 economic liberalization.
  • C. Studies in the Theory of International Trade
    Studies in the Theory of International Trade is a classic 1937 economic treatise that rigorously analyzes and synthesizes the foundations of international trade theory, including comparative advantage, tariffs, and customs unions.
  • D. The Market That Failed: A Decade of Neoliberal Economic Reforms in India
    The Market That Failed: A Decade of Neoliberal Economic Reforms in India is a critical economic analysis that examines the impacts and shortcomings of India’s neoliberal policy reforms during the 1990s.
  • E. Catch Up: Developing Countries in the World Economy
    "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.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06387fec0819095b47a37b9402aa9 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2445061a481909487fdb04c50493b completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2a7b1406c8190a703297cf3dbafca completed March 24, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69c2a809cb1c81909aca6b1b70310e67 completed March 24, 2026, 3:04 p.m.
Created at: March 22, 2026, 4:25 p.m.