Triple

T5204881
Position Surface form Disambiguated ID Type / Status
Subject Jagdish Bhagwati E117484 entity
Predicate notableWork P4 FINISHED
Object 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.
 E503367 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: India in Transition | Statement: [Jagdish Bhagwati, notableWork, India in Transition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: India in Transition
Context triple: [Jagdish Bhagwati, notableWork, India in Transition]
  • A. New India
    New India was a nationalist newspaper associated with the Indian independence movement and edited by prominent freedom fighter Bipin Chandra Pal.
  • B. "India in World Politics"
    "India in World Politics" is a political and historical work by Indian revolutionary and scholar Tarak Nath Das analyzing India's role and position in international affairs.
  • 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. In Spite of the Gods: The Rise of Modern India
    In Spite of the Gods: The Rise of Modern India is a non-fiction book that analyzes India’s post-independence political, economic, and social transformation, blending reportage and historical insight to explain its rapid emergence as a modern power.
  • E. “The Future of India”
    “The Future of India” is a lecture by Swami Vivekananda in which he outlines his vision for India’s social, spiritual, and national regeneration.
  • 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: India in Transition
Triple: [Jagdish Bhagwati, notableWork, India in Transition]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: India in Transition
Target entity description: "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.
  • A. New India
    New India was a nationalist newspaper associated with the Indian independence movement and edited by prominent freedom fighter Bipin Chandra Pal.
  • B. "India in World Politics"
    "India in World Politics" is a political and historical work by Indian revolutionary and scholar Tarak Nath Das analyzing India's role and position in international affairs.
  • 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. In Spite of the Gods: The Rise of Modern India
    In Spite of the Gods: The Rise of Modern India is a non-fiction book that analyzes India’s post-independence political, economic, and social transformation, blending reportage and historical insight to explain its rapid emergence as a modern power.
  • E. “The Future of India”
    “The Future of India” is a lecture by Swami Vivekananda in which he outlines his vision for India’s social, spiritual, and national regeneration.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a47c3c481909b49313f1bb0af0d completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefca8a1c81908eec1baa65bb06a3 completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef0b1fe9c8190bfc1be621c7c1c76 completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef16739148190b9700228be7d07f9 completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:47 p.m.