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.