Triple

T5235703
Position Surface form Disambiguated ID Type / Status
Subject Bina Agarwal E118214 entity
Predicate notableWork P4 FINISHED
Object Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry
Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry is a scholarly book by economist Bina Agarwal that examines how women’s participation and leadership shape environmental governance and community forestry outcomes.
E505417 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 and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry | Statement: [Bina Agarwal, notableWork, Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry
Context triple: [Bina Agarwal, notableWork, Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry]
  • 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. 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.
  • C. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • D. Governing the Commons
    Governing the Commons is a seminal book by political economist Elinor Ostrom that analyzes how communities successfully manage shared resources without relying solely on privatization or government control.
  • E. International Association for the Study of the Commons
    The International Association for the Study of the Commons is a global scholarly organization dedicated to advancing research and collaboration on the governance and sustainable management of shared resources such as land, water, fisheries, and knowledge.
  • 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 and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry
Triple: [Bina Agarwal, notableWork, Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry]
Generated description
Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry is a scholarly book by economist Bina Agarwal that examines how women’s participation and leadership shape environmental governance and community forestry outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry
Target entity description: Gender and Green Governance: The Political Economy of Women’s Presence Within and Beyond Community Forestry is a scholarly book by economist Bina Agarwal that examines how women’s participation and leadership shape environmental governance and community forestry outcomes.
  • 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. 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.
  • C. Community-Based Environmental Management
    Community-Based Environmental Management is an academic certificate program focused on engaging local communities in the planning, decision-making, and implementation of sustainable environmental practices and policies.
  • D. Governing the Commons
    Governing the Commons is a seminal book by political economist Elinor Ostrom that analyzes how communities successfully manage shared resources without relying solely on privatization or government control.
  • E. International Association for the Study of the Commons
    The International Association for the Study of the Commons is a global scholarly organization dedicated to advancing research and collaboration on the governance and sustainable management of shared resources such as land, water, fisheries, and knowledge.
  • 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.