Triple

T5235704
Position Surface form Disambiguated ID Type / Status
Subject Bina Agarwal E118214 entity
Predicate notableWork P4 FINISHED
Object Gender, Environment and Poverty Interlinks
Gender, Environment and Poverty Interlinks is an influential scholarly work by Bina Agarwal that examines how gender relations shape and are shaped by environmental degradation and poverty, particularly in developing countries.
E505418 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: Gender, Environment and Poverty Interlinks | Statement: [Bina Agarwal, notableWork, Gender, Environment and Poverty Interlinks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gender, Environment and Poverty Interlinks
Context triple: [Bina Agarwal, notableWork, Gender, Environment and Poverty Interlinks]
  • A. Staying Alive: Women, Ecology and Development
    "Staying Alive: Women, Ecology and Development" is a seminal ecofeminist work by Vandana Shiva that critiques Western development models and explores the interconnected oppression of women and nature.
  • B. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • C. Social Institutions and Gender Index
    The Social Institutions and Gender Index is a composite measure developed by the OECD Development Centre that assesses how social norms, laws, and practices discriminate against women and girls across countries.
  • D. Women and Human Development
    Women and Human Development is a philosophical work by Martha Nussbaum that develops and applies the capabilities approach to issues of gender justice and global development.
  • E. The Unheard Truth: Poverty and Human Rights
    The Unheard Truth: Poverty and Human Rights is a non-fiction book by human rights advocate Irene Khan that argues poverty is a fundamental human rights issue and calls for rights-based approaches to ending it.
  • 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: Gender, Environment and Poverty Interlinks
Triple: [Bina Agarwal, notableWork, Gender, Environment and Poverty Interlinks]
Generated description
Gender, Environment and Poverty Interlinks is an influential scholarly work by Bina Agarwal that examines how gender relations shape and are shaped by environmental degradation and poverty, particularly in developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gender, Environment and Poverty Interlinks
Target entity description: Gender, Environment and Poverty Interlinks is an influential scholarly work by Bina Agarwal that examines how gender relations shape and are shaped by environmental degradation and poverty, particularly in developing countries.
  • A. Staying Alive: Women, Ecology and Development
    "Staying Alive: Women, Ecology and Development" is a seminal ecofeminist work by Vandana Shiva that critiques Western development models and explores the interconnected oppression of women and nature.
  • B. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • C. Social Institutions and Gender Index
    The Social Institutions and Gender Index is a composite measure developed by the OECD Development Centre that assesses how social norms, laws, and practices discriminate against women and girls across countries.
  • D. Women and Human Development
    Women and Human Development is a philosophical work by Martha Nussbaum that develops and applies the capabilities approach to issues of gender justice and global development.
  • E. The Unheard Truth: Poverty and Human Rights
    The Unheard Truth: Poverty and Human Rights is a non-fiction book by human rights advocate Irene Khan that argues poverty is a fundamental human rights issue and calls for rights-based approaches to ending it.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b064b6881909f5746f55aa422c6 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef81cca948190ab00302787367f43 completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69befa15850481908fd414672620e0a3 completed March 21, 2026, 8:05 p.m.
NED2 Entity disambiguation (via description) batch_69befa65a42c81908b8fe5661e9567cb completed March 21, 2026, 8:07 p.m.
Created at: March 20, 2026, 1:49 p.m.