Triple

T5235654
Position Surface form Disambiguated ID Type / Status
Subject Pranab Bardhan E118213 entity
Predicate notableWork P4 FINISHED
Object Poverty, Agrarian Structure and Political Economy in India
Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
E505410 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: Poverty, Agrarian Structure and Political Economy in India | Statement: [Pranab Bardhan, notableWork, Poverty, Agrarian Structure and Political Economy in India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Poverty, Agrarian Structure and Political Economy in India
Context triple: [Pranab Bardhan, notableWork, Poverty, Agrarian Structure and Political Economy in India]
  • 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. 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. The Dissolution of Non-Capitalist Environments
    The Dissolution of Non-Capitalist Environments is a section of Rosa Luxemburg’s Marxist economic work *The Accumulation of Capital* that analyzes how capitalism expands by undermining and absorbing pre-capitalist social and economic systems.
  • D. The Agrarian Problem in the Sixteenth Century
    The Agrarian Problem in the Sixteenth Century is a seminal historical study by R. H. Tawney analyzing landownership, enclosure, and social change in Tudor England.
  • E. India in Transition
    "India in Transition" is a book by economist Jagdish Bhagwati that analyzes India's economic reforms and the country's shift from a controlled to a more market-oriented economy.
  • 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: Poverty, Agrarian Structure and Political Economy in India
Triple: [Pranab Bardhan, notableWork, Poverty, Agrarian Structure and Political Economy in India]
Generated description
Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Poverty, Agrarian Structure and Political Economy in India
Target entity description: Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
  • 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. 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. The Dissolution of Non-Capitalist Environments
    The Dissolution of Non-Capitalist Environments is a section of Rosa Luxemburg’s Marxist economic work *The Accumulation of Capital* that analyzes how capitalism expands by undermining and absorbing pre-capitalist social and economic systems.
  • D. The Agrarian Problem in the Sixteenth Century
    The Agrarian Problem in the Sixteenth Century is a seminal historical study by R. H. Tawney analyzing landownership, enclosure, and social change in Tudor England.
  • E. India in Transition
    "India in Transition" is a book by economist Jagdish Bhagwati that analyzes India's economic reforms and the country's shift from a controlled to a more market-oriented economy.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b064b6881909f5746f55aa422c6 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef81cca948190ab00302787367f43 completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69befa15850481908fd414672620e0a3 completed March 21, 2026, 8:05 p.m.
NED2 Entity disambiguation (via description) batch_69befa65a42c81908b8fe5661e9567cb completed March 21, 2026, 8:07 p.m.
Created at: March 20, 2026, 1:49 p.m.