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.