Triple

T996057
Position Surface form Disambiguated ID Type / Status
Subject Delhi School of Economics E21496 entity
Predicate hasNotableScholar P21690 FINISHED
Object Prabhat Patnaik
Prabhat Patnaik is an Indian Marxist economist and political commentator known for his work on macroeconomics, development, and the critique of neoliberalism.
E122221 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: Prabhat Patnaik | Statement: [Delhi School of Economics, hasNotableScholar, Prabhat Patnaik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prabhat Patnaik
Context triple: [Delhi School of Economics, hasNotableScholar, Prabhat Patnaik]
  • A. 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.
  • B. Pradip Krishen
    Pradip Krishen is an Indian filmmaker-turned-environmentalist and naturalist known for his documentaries and influential work on urban ecology and tree mapping in India.
  • C. Asit K. Biswas
    Asit K. Biswas is a renowned water resources expert and academic known for his pioneering work in global water management and policy.
  • D. Ajit Jain
    Ajit Jain is an Indian-American business executive best known as a top insurance lieutenant and potential successor to Warren Buffett at Berkshire Hathaway.
  • E. Pranab Sen
    Pranab Sen is an Indian physicist and academic known for his contributions to statistical physics and complex systems.
  • 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: Prabhat Patnaik
Triple: [Delhi School of Economics, hasNotableScholar, Prabhat Patnaik]
Generated description
Prabhat Patnaik is an Indian Marxist economist and political commentator known for his work on macroeconomics, development, and the critique of neoliberalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prabhat Patnaik
Target entity description: Prabhat Patnaik is an Indian Marxist economist and political commentator known for his work on macroeconomics, development, and the critique of neoliberalism.
  • A. 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.
  • B. Pradip Krishen
    Pradip Krishen is an Indian filmmaker-turned-environmentalist and naturalist known for his documentaries and influential work on urban ecology and tree mapping in India.
  • C. Asit K. Biswas
    Asit K. Biswas is a renowned water resources expert and academic known for his pioneering work in global water management and policy.
  • D. Ajit Jain
    Ajit Jain is an Indian-American business executive best known as a top insurance lieutenant and potential successor to Warren Buffett at Berkshire Hathaway.
  • E. Pranab Sen
    Pranab Sen is an Indian physicist and academic known for his contributions to statistical physics and complex systems.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7570b388190ada9693935792a58 completed March 1, 2026, 10:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3ba52ebc819084e3d003a3ec8417 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3f131bc081909338b8a1b2e4b4e0 completed March 7, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69ac3f88e56081909d07f088a4e9954a completed March 7, 2026, 3:08 p.m.
Created at: March 1, 2026, 7:41 p.m.