Triple

T6706254
Position Surface form Disambiguated ID Type / Status
Subject T. N. Srinivasan E153010 entity
Predicate notableWork P4 FINISHED
Object Foreign Trade Regimes and Economic Development: India
"Foreign Trade Regimes and Economic Development: India" is an influential economic study that analyzes how India's trade policies and external sector reforms have affected its growth and development.
E550372 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: Foreign Trade Regimes and Economic Development: India | Statement: [T. N. Srinivasan, notableWork, Foreign Trade Regimes and Economic Development: India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foreign Trade Regimes and Economic Development: India
Context triple: [T. N. Srinivasan, notableWork, Foreign Trade Regimes and Economic Development: India]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Globalization, Economic Development and the Role of the State
    "Globalization, Economic Development and the Role of the State" is a scholarly work by economist Ha-Joon Chang that critically examines how state policies shape economic development within the context of globalisation.
  • E. Liberalization and Development
    "Liberalization and Development" is an influential work by economist Deepak Nayyar that critically examines the relationship between economic liberalization policies and development outcomes in emerging economies.
  • 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: Foreign Trade Regimes and Economic Development: India
Triple: [T. N. Srinivasan, notableWork, Foreign Trade Regimes and Economic Development: India]
Generated description
"Foreign Trade Regimes and Economic Development: India" is an influential economic study that analyzes how India's trade policies and external sector reforms have affected its growth and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foreign Trade Regimes and Economic Development: India
Target entity description: "Foreign Trade Regimes and Economic Development: India" is an influential economic study that analyzes how India's trade policies and external sector reforms have affected its growth and development.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Globalization, Economic Development and the Role of the State
    "Globalization, Economic Development and the Role of the State" is a scholarly work by economist Ha-Joon Chang that critically examines how state policies shape economic development within the context of globalisation.
  • E. Liberalization and Development chosen
    "Liberalization and Development" is an influential work by economist Deepak Nayyar that critically examines the relationship between economic liberalization policies and development outcomes in emerging economies.
  • F. None of above.

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_69c68808d8d8819087369015270788fe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0ea8cfc819081affc73603c2cf3 completed March 27, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7008aeac08190887a7bf5703b69f4 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c7067a932c8190a039a9ab2fd5d8a5 completed March 27, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69c7073483a4819084392c89a84f63b1 completed March 27, 2026, 10:39 p.m.
Created at: March 27, 2026, 2:06 p.m.