Triple
T5860583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jayati Ghosh |
E130264
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E550378
|
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: The Market That Failed: A Decade of Neoliberal Economic Reforms in India | Statement: [Jayati Ghosh, notableWork, The Market That Failed: A Decade of Neoliberal Economic Reforms in India]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Market That Failed: A Decade of Neoliberal Economic Reforms in India Context triple: [Jayati Ghosh, notableWork, The Market That Failed: A Decade of Neoliberal Economic Reforms in India]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: The Market That Failed: A Decade of Neoliberal Economic Reforms in India Triple: [Jayati Ghosh, notableWork, The Market That Failed: A Decade of Neoliberal Economic Reforms in India]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Market That Failed: A Decade of Neoliberal Economic Reforms in India Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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.