Triple

T13020852
Position Surface form Disambiguated ID Type / Status
Subject Chaudhary Charan Singh E326164 entity
Predicate hasWork P6260 FINISHED
Object India’s Poverty and Its Solution
"India’s Poverty and Its Solution" is a socio-economic work by Chaudhary Charan Singh that analyzes the causes of poverty in India and proposes agrarian and policy reforms to alleviate it.
E1014765 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 Poverty and Its Solution | Statement: [Chaudhary Charan Singh, hasWork, India’s Poverty and Its Solution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: India’s Poverty and Its Solution
Context triple: [Chaudhary Charan Singh, hasWork, India’s Poverty and Its Solution]
  • A. 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.
  • B. 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.
  • C. Report of the Expert Group to Review the Methodology for Estimation of Poverty (Tendulkar Committee Report)
    The "Report of the Expert Group to Review the Methodology for Estimation of Poverty" (Tendulkar Committee Report) is a landmark Indian government study that redefined the official methodology for measuring poverty in India, influencing subsequent poverty lines and policy debates.
  • D. India’s Long Road: The Search for Prosperity
    India’s Long Road: The Search for Prosperity is a non-fiction book that analyzes India’s post-independence economic development and outlines policy reforms needed to achieve sustained, inclusive growth.
  • 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: India’s Poverty and Its Solution
Triple: [Chaudhary Charan Singh, hasWork, India’s Poverty and Its Solution]
Generated description
"India’s Poverty and Its Solution" is a socio-economic work by Chaudhary Charan Singh that analyzes the causes of poverty in India and proposes agrarian and policy reforms to alleviate it.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: India’s Poverty and Its Solution
Target entity description: "India’s Poverty and Its Solution" is a socio-economic work by Chaudhary Charan Singh that analyzes the causes of poverty in India and proposes agrarian and policy reforms to alleviate it.
  • A. 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.
  • B. 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.
  • C. Report of the Expert Group to Review the Methodology for Estimation of Poverty (Tendulkar Committee Report)
    The "Report of the Expert Group to Review the Methodology for Estimation of Poverty" (Tendulkar Committee Report) is a landmark Indian government study that redefined the official methodology for measuring poverty in India, influencing subsequent poverty lines and policy debates.
  • D. India’s Long Road: The Search for Prosperity
    India’s Long Road: The Search for Prosperity is a non-fiction book that analyzes India’s post-independence economic development and outlines policy reforms needed to achieve sustained, inclusive growth.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecf21bc819082fb512bc479b4be completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c119e19c81908ae2b1caff6f2f32 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20aff008190a1a10ac02ed08726 completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c2de143c81908164f5df2b92e5c3 completed May 3, 2026, 3:37 a.m.
Created at: April 9, 2026, 8:52 p.m.