Triple

T6888251
Position Surface form Disambiguated ID Type / Status
Subject Vijay Joshi E158975 entity
Predicate notableWork P4 FINISHED
Object India’s Economic Reforms, 1991–2001 E625692 NE FINISHED

How this triple was built (2 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 Economic Reforms, 1991–2001 | Statement: [Vijay Joshi, notableWork, India’s Economic Reforms, 1991–2001]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: India’s Economic Reforms, 1991–2001
Context triple: [Vijay Joshi, notableWork, India’s Economic Reforms, 1991–2001]
  • A. India’s Economic Reforms, 1991–2001 chosen
    "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 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.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d9101e30819084695ba0003a255c completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748cc2f908190b593cd82133a7b16 completed March 28, 2026, 3:19 a.m.
Created at: March 27, 2026, 2:23 p.m.