Triple

T203992
Position Surface form Disambiguated ID Type / Status
Subject Partha Dasgupta E4568 entity
Predicate commissionedWork P3145 FINISHED
Object 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.
E26365 NE FINISHED

How this triple was built (5 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: The Economics of Biodiversity: The Dasgupta Review | Statement: [Partha Dasgupta, commissionedWork, The Economics of Biodiversity: The Dasgupta Review]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Economics of Biodiversity: The Dasgupta Review
Context triple: [Partha Dasgupta, commissionedWork, The Economics of Biodiversity: The Dasgupta Review]
  • 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. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • C. A Life on Our Planet
    A Life on Our Planet is a documentary film and companion book in which naturalist David Attenborough reflects on his lifetime of witnessing environmental change and issues a powerful call to address the climate and biodiversity crises.
  • D. The Economics of Exhaustible Resources
    The Economics of Exhaustible Resources is a seminal work in environmental and resource economics that develops the theoretical foundations for how societies should optimally use and manage finite natural resources over time.
  • E. Half-Earth: Our Planet’s Fight for Life
    Half-Earth: Our Planet’s Fight for Life is a conservation-focused book by biologist Edward O. Wilson arguing that dedicating half the planet’s surface to protected natural areas is essential to preserving global biodiversity.
  • 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: The Economics of Biodiversity: The Dasgupta Review
Triple: [Partha Dasgupta, commissionedWork, The Economics of Biodiversity: The Dasgupta Review]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Economics of Biodiversity: The Dasgupta Review
Target entity description: 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.
  • 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. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • C. A Life on Our Planet
    A Life on Our Planet is a documentary film and companion book in which naturalist David Attenborough reflects on his lifetime of witnessing environmental change and issues a powerful call to address the climate and biodiversity crises.
  • D. The Economics of Exhaustible Resources
    The Economics of Exhaustible Resources is a seminal work in environmental and resource economics that develops the theoretical foundations for how societies should optimally use and manage finite natural resources over time.
  • E. Half-Earth: Our Planet’s Fight for Life
    Half-Earth: Our Planet’s Fight for Life is a conservation-focused book by biologist Edward O. Wilson arguing that dedicating half the planet’s surface to protected natural areas is essential to preserving global biodiversity.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: commissionedWork
Context triple: [Partha Dasgupta, commissionedWork, The Economics of Biodiversity: The Dasgupta Review]
  • A. commissionedFor
    Indicates that something was formally requested or created to serve a specific purpose, project, or recipient.
  • B. commissioned chosen
    Indicates that one entity formally authorized or ordered another entity to create, produce, or carry out something, often in exchange for payment or obligation.
  • C. commissionedFrom
    Indicates that one entity formally requested, authorized, or ordered the creation or production of something from another entity.
  • D. commissionedAt
    Indicates the time or date at which something (such as a work, project, or task) was formally commissioned or initiated.
  • E. commissionedIn
    Indicates that an entity was formally requested or authorized to be created, produced, or carried out in a specific time period or location.
  • F. None of above.

Provenance (6 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25f46b4f081909e5ee3718109a71f completed Feb. 28, 2026, 3:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc77734819095e6cf53a10aa3d8 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32c29d99081908ed22bfb073ad5bd completed Feb. 28, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69a32cc49eb08190ad97fdd8ead436f7 completed Feb. 28, 2026, 5:58 p.m.
PD Predicate disambiguation batch_69a25b4b42ec8190bef16bbbdd30a742 completed Feb. 28, 2026, 3:04 a.m.
Created at: Feb. 28, 2026, 2:51 a.m.