Triple
T861997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vandana Shiva |
E18617
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E101819
|
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: Staying Alive: Women, Ecology and Development | Statement: [Vandana Shiva, notableWork, Staying Alive: Women, Ecology and Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Staying Alive: Women, Ecology and Development Context triple: [Vandana Shiva, notableWork, Staying Alive: Women, Ecology and Development]
-
A.
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.
-
B.
The human roots of the ecological crisis
"The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
-
C.
Tapestries of Life: Women's Work, Women's Consciousness, and the Meaning of Daily Experience
Tapestries of Life: Women's Work, Women's Consciousness, and the Meaning of Daily Experience is a feminist study that explores how women’s everyday labor and lived experiences shape their identities, political awareness, and social realities.
-
D.
Slanted Truths: Essays on Gaia, Symbiosis, and Evolution
Slanted Truths: Essays on Gaia, Symbiosis, and Evolution is a collection of scientific and philosophical essays exploring Gaia theory, symbiosis, and evolutionary biology, co-authored by Dorion Sagan and his mother, biologist Lynn Margulis.
-
E.
Who Speaks for Earth?
"Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
- 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: Staying Alive: Women, Ecology and Development Triple: [Vandana Shiva, notableWork, Staying Alive: Women, Ecology and Development]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Staying Alive: Women, Ecology and Development Target entity description: "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.
-
A.
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.
-
B.
The human roots of the ecological crisis
"The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
-
C.
Tapestries of Life: Women's Work, Women's Consciousness, and the Meaning of Daily Experience
Tapestries of Life: Women's Work, Women's Consciousness, and the Meaning of Daily Experience is a feminist study that explores how women’s everyday labor and lived experiences shape their identities, political awareness, and social realities.
-
D.
Slanted Truths: Essays on Gaia, Symbiosis, and Evolution
Slanted Truths: Essays on Gaia, Symbiosis, and Evolution is a collection of scientific and philosophical essays exploring Gaia theory, symbiosis, and evolutionary biology, co-authored by Dorion Sagan and his mother, biologist Lynn Margulis.
-
E.
Who Speaks for Earth?
"Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
- 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_69a4938ce8688190a24bdfef82ba7d21 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac6631408190a19b83126fa86100 |
completed | March 1, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c5c15c8190a91eb3746007ebf5 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a613db0881908c14569257c53bb0 |
completed | March 4, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a66cc1108190a072cc7d9be2756c |
completed | March 4, 2026, 3:26 a.m. |
Created at: March 1, 2026, 7:39 p.m.