Triple

T6988418
Position Surface form Disambiguated ID Type / Status
Subject Pulapre Balakrishnan E162022 entity
Predicate notableWork P4 FINISHED
Object Economic Reforms and Growth in India
"Economic Reforms and Growth in India" is a scholarly work by economist Pulapre Balakrishnan that analyzes the impact of post-1991 liberalization policies on India's economic performance and development trajectory.
E633059 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: Economic Reforms and Growth in India | Statement: [Pulapre Balakrishnan, notableWork, Economic Reforms and Growth in India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economic Reforms and Growth in India
Context triple: [Pulapre Balakrishnan, notableWork, Economic Reforms and Growth in India]
  • A. India’s Economic Reforms, 1991–2001
    "India’s Economic Reforms, 1991–2001" is a scholarly analysis of the liberalization and structural reforms that transformed India’s economy in the 1990s, examining their origins, implementation, and impact on growth and development.
  • 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. 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.
  • D. 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.
  • 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: Economic Reforms and Growth in India
Triple: [Pulapre Balakrishnan, notableWork, Economic Reforms and Growth in India]
Generated description
"Economic Reforms and Growth in India" is a scholarly work by economist Pulapre Balakrishnan that analyzes the impact of post-1991 liberalization policies on India's economic performance and development trajectory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economic Reforms and Growth in India
Target entity description: "Economic Reforms and Growth in India" is a scholarly work by economist Pulapre Balakrishnan that analyzes the impact of post-1991 liberalization policies on India's economic performance and development trajectory.
  • A. India’s Economic Reforms, 1991–2001
    "India’s Economic Reforms, 1991–2001" is a scholarly analysis of the liberalization and structural reforms that transformed India’s economy in the 1990s, examining their origins, implementation, and impact on growth and development.
  • 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. 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.
  • D. 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.
  • 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_69c68856d7808190ab33ee914640281b completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbbd926c8190a8b60527bd553fa3 completed March 27, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761d3f07081908892cdcac8e0917c completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c7637e42e4819082c8a01c359e11ce completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76412b3248190b7515cc7dcee1e8a completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:32 p.m.