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.