Triple

T862000
Position Surface form Disambiguated ID Type / Status
Subject Vandana Shiva E18617 entity
Predicate notableWork P4 FINISHED
Object Biopiracy: The Plunder of Nature and Knowledge
"Biopiracy: The Plunder of Nature and Knowledge" is a book that critiques how corporations and Western institutions exploit and patent indigenous biological resources and traditional knowledge, framing this as a form of colonialism and theft.
E101822 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: Biopiracy: The Plunder of Nature and Knowledge | Statement: [Vandana Shiva, notableWork, Biopiracy: The Plunder of Nature and Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biopiracy: The Plunder of Nature and Knowledge
Context triple: [Vandana Shiva, notableWork, Biopiracy: The Plunder of Nature and Knowledge]
  • A. 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.
  • B. The New Economy of Nature: The Quest to Make Conservation Profitable
    "The New Economy of Nature: The Quest to Make Conservation Profitable" is a book that explores how economic incentives and market-based approaches can be used to protect ecosystems and biodiversity.
  • C. The Economics of Biodiversity: The Dasgupta Review
    The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
  • D. Battle for Grain
    The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
  • E. 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.
  • 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: Biopiracy: The Plunder of Nature and Knowledge
Triple: [Vandana Shiva, notableWork, Biopiracy: The Plunder of Nature and Knowledge]
Generated description
"Biopiracy: The Plunder of Nature and Knowledge" is a book that critiques how corporations and Western institutions exploit and patent indigenous biological resources and traditional knowledge, framing this as a form of colonialism and theft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biopiracy: The Plunder of Nature and Knowledge
Target entity description: "Biopiracy: The Plunder of Nature and Knowledge" is a book that critiques how corporations and Western institutions exploit and patent indigenous biological resources and traditional knowledge, framing this as a form of colonialism and theft.
  • A. 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.
  • B. The New Economy of Nature: The Quest to Make Conservation Profitable
    "The New Economy of Nature: The Quest to Make Conservation Profitable" is a book that explores how economic incentives and market-based approaches can be used to protect ecosystems and biodiversity.
  • C. The Economics of Biodiversity: The Dasgupta Review
    The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
  • D. Battle for Grain
    The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
  • E. 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.
  • 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.