Triple

T996056
Position Surface form Disambiguated ID Type / Status
Subject Delhi School of Economics E21496 entity
Predicate hasNotableScholar P21690 FINISHED
Object Jayati Ghosh
Jayati Ghosh is an Indian development economist known for her work on globalization, gender, and economic policy, and for her influential role in academic and policy debates on inequality and development.
E130264 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: Jayati Ghosh | Statement: [Delhi School of Economics, hasNotableScholar, Jayati Ghosh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jayati Ghosh
Context triple: [Delhi School of Economics, hasNotableScholar, Jayati Ghosh]
  • A. Ritu Banga
    Ritu Banga is an Indian-American businesswoman and co-founder of the talent advisory firm Zoomdojo, known also as the wife of Mastercard executive and World Bank president Ajay Banga.
  • B. Prabhavati Bose
    Prabhavati Bose was an Indian woman best known as the mother of prominent freedom fighter and nationalist leader Subhas Chandra Bose.
  • C. Tapati Lahiri
    Tapati Lahiri is the mother of acclaimed author Jhumpa Lahiri and a key figure in the writer’s Bengali-Indian family background.
  • D. Niraja Gopal Jayal
    Niraja Gopal Jayal is an Indian political scientist and scholar of democracy, citizenship, and the Indian state, known for her influential work on political representation and public institutions.
  • E. Sumedha Kailash
    Sumedha Kailash is an Indian child rights activist known for her work alongside her husband, Nobel laureate Kailash Satyarthi, in rescuing and rehabilitating bonded and exploited children.
  • 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: Jayati Ghosh
Triple: [Delhi School of Economics, hasNotableScholar, Jayati Ghosh]
Generated description
Jayati Ghosh is an Indian development economist known for her work on globalization, gender, and economic policy, and for her influential role in academic and policy debates on inequality and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jayati Ghosh
Target entity description: Jayati Ghosh is an Indian development economist known for her work on globalization, gender, and economic policy, and for her influential role in academic and policy debates on inequality and development.
  • A. Ritu Banga
    Ritu Banga is an Indian-American businesswoman and co-founder of the talent advisory firm Zoomdojo, known also as the wife of Mastercard executive and World Bank president Ajay Banga.
  • B. Prabhavati Bose
    Prabhavati Bose was an Indian woman best known as the mother of prominent freedom fighter and nationalist leader Subhas Chandra Bose.
  • C. Tapati Lahiri
    Tapati Lahiri is the mother of acclaimed author Jhumpa Lahiri and a key figure in the writer’s Bengali-Indian family background.
  • D. Niraja Gopal Jayal
    Niraja Gopal Jayal is an Indian political scientist and scholar of democracy, citizenship, and the Indian state, known for her influential work on political representation and public institutions.
  • E. Sumedha Kailash
    Sumedha Kailash is an Indian child rights activist known for her work alongside her husband, Nobel laureate Kailash Satyarthi, in rescuing and rehabilitating bonded and exploited children.
  • 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_69ac5995ad6c8190a324094151442bce completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5a2cae9881908a9cfc09f9ef0968 completed March 7, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac5b54d1f881909a367d12647eee3f completed March 7, 2026, 5:07 p.m.
Created at: March 1, 2026, 7:41 p.m.