Triple

T203987
Position Surface form Disambiguated ID Type / Status
Subject Partha Dasgupta E4568 entity
Predicate notableWork P4 FINISHED
Object 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.
E26026 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: Human Well-Being and the Natural Environment | Statement: [Partha Dasgupta, notableWork, Human Well-Being and the Natural Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Well-Being and the Natural Environment
Context triple: [Partha Dasgupta, notableWork, Human Well-Being and the Natural Environment]
  • A. 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.
  • B. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • C. Center for Health and the Global Environment
    The Center for Health and the Global Environment is a research and policy institute that examines how environmental change affects human health and promotes sustainable solutions to protect both people and the planet.
  • D. 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.
  • 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: Human Well-Being and the Natural Environment
Triple: [Partha Dasgupta, notableWork, Human Well-Being and the Natural Environment]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Well-Being and the Natural Environment
Target entity description: "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.
  • A. 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.
  • B. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • C. Center for Health and the Global Environment
    The Center for Health and the Global Environment is a research and policy institute that examines how environmental change affects human health and promotes sustainable solutions to protect both people and the planet.
  • D. 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.
  • 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25be898ec8190b5e752a1d3b6f466 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a328150c008190a01abaf26bdaab84 completed Feb. 28, 2026, 5:38 p.m.
NEDg Description generation batch_69a328d5ace8819095df251af6a964b8 completed Feb. 28, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69a3293e606881909cec2888093ec079 completed Feb. 28, 2026, 5:43 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.