Triple

T996035
Position Surface form Disambiguated ID Type / Status
Subject Delhi School of Economics E21496 entity
Predicate hasNotableScholar P21690 FINISHED
Object Bina Agarwal
Bina Agarwal is an Indian development economist and feminist scholar renowned for her pioneering work on gender, land rights, and environmental governance.
E118214 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: Bina Agarwal | Statement: [Delhi School of Economics, hasNotableScholar, Bina Agarwal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bina Agarwal
Context triple: [Delhi School of Economics, hasNotableScholar, Bina Agarwal]
  • A. Sunita Narain
    Sunita Narain is an Indian environmentalist and climate policy advocate known for her leadership at the Centre for Science and Environment and her influential work on water management, sustainable development, and environmental justice.
  • B. Ela Bhatt
    Ela Bhatt was an Indian cooperative organizer, lawyer, and founder of the Self-Employed Women’s Association (SEWA), renowned globally for her pioneering work in women’s rights and grassroots economic empowerment.
  • C. Vandana Shiva
    Vandana Shiva is an Indian scholar, environmental activist, and ecofeminist known for her advocacy of biodiversity, small-scale agriculture, and social justice in the global food system.
  • D. 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.
  • E. Lakshmibai Newalkar
    Lakshmibai Newalkar, better known as Rani Lakshmibai of Jhansi, was a leading queen and warrior of the Indian Rebellion of 1857 and a symbol of resistance against British colonial rule.
  • 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: Bina Agarwal
Triple: [Delhi School of Economics, hasNotableScholar, Bina Agarwal]
Generated description
Bina Agarwal is an Indian development economist and feminist scholar renowned for her pioneering work on gender, land rights, and environmental governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bina Agarwal
Target entity description: Bina Agarwal is an Indian development economist and feminist scholar renowned for her pioneering work on gender, land rights, and environmental governance.
  • A. Sunita Narain
    Sunita Narain is an Indian environmentalist and climate policy advocate known for her leadership at the Centre for Science and Environment and her influential work on water management, sustainable development, and environmental justice.
  • B. Ela Bhatt
    Ela Bhatt was an Indian cooperative organizer, lawyer, and founder of the Self-Employed Women’s Association (SEWA), renowned globally for her pioneering work in women’s rights and grassroots economic empowerment.
  • C. Vandana Shiva
    Vandana Shiva is an Indian scholar, environmental activist, and ecofeminist known for her advocacy of biodiversity, small-scale agriculture, and social justice in the global food system.
  • D. 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.
  • E. Lakshmibai Newalkar
    Lakshmibai Newalkar, better known as Rani Lakshmibai of Jhansi, was a leading queen and warrior of the Indian Rebellion of 1857 and a symbol of resistance against British colonial rule.
  • 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_69ac2a18db488190bf7d604fe6a33b9e completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2ab3df188190a70c46b276b562fe completed March 7, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69ac2b28e9dc8190bdf5642def2399c5 completed March 7, 2026, 1:42 p.m.
Created at: March 1, 2026, 7:41 p.m.