Triple

T5860529
Position Surface form Disambiguated ID Type / Status
Subject Deepak Nayyar E130263 entity
Predicate notableWork P4 FINISHED
Object Resurgent Asia: Diversity in Development
Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
E550371 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: Resurgent Asia: Diversity in Development | Statement: [Deepak Nayyar, notableWork, Resurgent Asia: Diversity in Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Resurgent Asia: Diversity in Development
Context triple: [Deepak Nayyar, notableWork, Resurgent Asia: Diversity in Development]
  • A. India: Economic Development and Social Opportunity
    "India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
  • B. Awakening Giants, Feet of Clay: Assessing the Economic Rise of China and India
    "Awakening Giants, Feet of Clay: Assessing the Economic Rise of China and India" is a scholarly book by economist Pranab Bardhan that critically analyzes the strengths, weaknesses, and sustainability of the rapid economic growth of China and India.
  • C. Thunder from the East: Portrait of a Rising Asia
    Thunder from the East: Portrait of a Rising Asia is a nonfiction book that examines Asia’s rapid economic and social transformation and its implications for the global future.
  • D. Perspectives on Global Development
    Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
  • E. 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.
  • 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: Resurgent Asia: Diversity in Development
Triple: [Deepak Nayyar, notableWork, Resurgent Asia: Diversity in Development]
Generated description
Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Resurgent Asia: Diversity in Development
Target entity description: Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
  • A. India: Economic Development and Social Opportunity
    "India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
  • B. Awakening Giants, Feet of Clay: Assessing the Economic Rise of China and India
    "Awakening Giants, Feet of Clay: Assessing the Economic Rise of China and India" is a scholarly book by economist Pranab Bardhan that critically analyzes the strengths, weaknesses, and sustainability of the rapid economic growth of China and India.
  • C. Thunder from the East: Portrait of a Rising Asia
    Thunder from the East: Portrait of a Rising Asia is a nonfiction book that examines Asia’s rapid economic and social transformation and its implications for the global future.
  • D. Perspectives on Global Development
    Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
  • E. 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.
  • 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_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_69c0a1c70754819089081fc440ed841e completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.