Triple

T5738647
Position Surface form Disambiguated ID Type / Status
Subject Vice Chairperson of NITI Aayog E126559 entity
Predicate officeHolder P537 FINISHED
Object Arvind Panagariya
Arvind Panagariya is an Indian-American economist and policy expert known for his work on trade and development economics and for serving in top economic advisory roles in the Indian government.
E545546 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: Arvind Panagariya | Statement: [Vice Chairperson of NITI Aayog, officeHolder, Arvind Panagariya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arvind Panagariya
Context triple: [Vice Chairperson of NITI Aayog, officeHolder, Arvind Panagariya]
  • A. Raghuram Rajan
    Raghuram Rajan is an Indian economist and academic who served as the 23rd Governor of the Reserve Bank of India and is renowned globally for his work on financial systems and economic policy.
  • B. Pranab Bardhan
    Pranab Bardhan is an Indian economist renowned for his work on political economy and development economics, particularly in the context of poverty, inequality, and institutions in developing countries.
  • C. Jagdish Bhagwati
    Jagdish Bhagwati is a prominent Indian-American economist renowned for his influential work on international trade theory and economic globalization.
  • D. Urjit Patel
    Urjit Patel is an Indian economist and banker who served as the 24th Governor of the Reserve Bank of India.
  • E. Gita Gopinath
    Gita Gopinath is an Indian-American economist who serves as the First Deputy Managing Director of the International Monetary Fund and is known for her influential research in international finance and macroeconomics.
  • 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: Arvind Panagariya
Triple: [Vice Chairperson of NITI Aayog, officeHolder, Arvind Panagariya]
Generated description
Arvind Panagariya is an Indian-American economist and policy expert known for his work on trade and development economics and for serving in top economic advisory roles in the Indian government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arvind Panagariya
Target entity description: Arvind Panagariya is an Indian-American economist and policy expert known for his work on trade and development economics and for serving in top economic advisory roles in the Indian government.
  • A. Raghuram Rajan
    Raghuram Rajan is an Indian economist and academic who served as the 23rd Governor of the Reserve Bank of India and is renowned globally for his work on financial systems and economic policy.
  • B. Pranab Bardhan
    Pranab Bardhan is an Indian economist renowned for his work on political economy and development economics, particularly in the context of poverty, inequality, and institutions in developing countries.
  • C. Jagdish Bhagwati
    Jagdish Bhagwati is a prominent Indian-American economist renowned for his influential work on international trade theory and economic globalization.
  • D. Urjit Patel
    Urjit Patel is an Indian economist and banker who served as the 24th Governor of the Reserve Bank of India.
  • E. Gita Gopinath
    Gita Gopinath is an Indian-American economist who serves as the First Deputy Managing Director of the International Monetary Fund and is known for her influential research in international finance and macroeconomics.
  • 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0255dc35c8190ab9ee5d269ce553a completed March 22, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e10e4d08190bfb8162d53cfb443 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08e02cfd88190b77a246001cbf681 completed March 23, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_69c08eb783a08190840f22ed0128e7a9 completed March 23, 2026, 12:52 a.m.
Created at: March 22, 2026, 3:48 p.m.