Triple

T6574864
Position Surface form Disambiguated ID Type / Status
Subject Amiya Kumar Bagchi E155533 entity
Predicate notableWork P4 FINISHED
Object Private Investment in India 1900–1939
"Private Investment in India 1900–1939" is a seminal economic history study that analyzes patterns, determinants, and impacts of private capital formation in colonial India during the early twentieth century.
E606200 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: Private Investment in India 1900–1939 | Statement: [Amiya Kumar Bagchi, notableWork, Private Investment in India 1900–1939]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Private Investment in India 1900–1939
Context triple: [Amiya Kumar Bagchi, notableWork, Private Investment in India 1900–1939]
  • A. Indian public sector undertakings
    Indian public sector undertakings are government-owned corporations and enterprises in India that operate across key sectors of the economy, including energy, defense, infrastructure, and manufacturing, to support national development and strategic objectives.
  • B. Economic liberalization in India, 1991 reforms
    Economic liberalization in India, 1991 reforms refers to the landmark set of pro-market economic policy changes initiated in 1991 that dismantled the License Raj, opened India to global trade and investment, and fundamentally reshaped the country’s economic trajectory.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Private Investment in India 1900–1939
Triple: [Amiya Kumar Bagchi, notableWork, Private Investment in India 1900–1939]
Generated description
"Private Investment in India 1900–1939" is a seminal economic history study that analyzes patterns, determinants, and impacts of private capital formation in colonial India during the early twentieth century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Private Investment in India 1900–1939
Target entity description: "Private Investment in India 1900–1939" is a seminal economic history study that analyzes patterns, determinants, and impacts of private capital formation in colonial India during the early twentieth century.
  • A. Indian public sector undertakings
    Indian public sector undertakings are government-owned corporations and enterprises in India that operate across key sectors of the economy, including energy, defense, infrastructure, and manufacturing, to support national development and strategic objectives.
  • B. Economic liberalization in India, 1991 reforms
    Economic liberalization in India, 1991 reforms refers to the landmark set of pro-market economic policy changes initiated in 1991 that dismantled the License Raj, opened India to global trade and investment, and fundamentally reshaped the country’s economic trajectory.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae725f988190bacdbeb493b758cf completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d56d204c819098428507da28a9d5 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d86be9e8819095915a5e33808ba3 completed March 27, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8e1dd248190b39e18ad5b6578d6 completed March 27, 2026, 7:22 p.m.
Created at: March 27, 2026, 1:53 p.m.