Triple

T14730969
Position Surface form Disambiguated ID Type / Status
Subject James K. Boyce E346071 entity
Predicate notableWork P4 FINISHED
Object The Political Economy of the Environment
The Political Economy of the Environment is a scholarly work that analyzes how economic and political power structures shape environmental policy, resource distribution, and ecological outcomes.
E1117851 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: The Political Economy of the Environment | Statement: [James K. Boyce, notableWork, The Political Economy of the Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Political Economy of the Environment
Context triple: [James K. Boyce, notableWork, The Political Economy of the Environment]
  • A. The Politics of Environment
    "The Politics of Environment" is a book by British author and politician Stanley Johnson that examines environmental issues and policy-making from a political and governmental perspective.
  • B. Ecological Economics: Principles and Applications
    Ecological Economics: Principles and Applications is a foundational textbook that introduces the theory and practice of ecological economics, emphasizing the integration of ecological limits with economic analysis and policy.
  • C. Cultural Environmentalism and Beyond
    "Cultural Environmentalism and Beyond" is a scholarly work by legal theorist James Boyle that explores the protection of the public domain and cultural commons in the face of expanding intellectual property rights.
  • D. 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.
  • E. 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.
  • 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 Political Economy of the Environment
Triple: [James K. Boyce, notableWork, The Political Economy of the Environment]
Generated description
The Political Economy of the Environment is a scholarly work that analyzes how economic and political power structures shape environmental policy, resource distribution, and ecological outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Political Economy of the Environment
Target entity description: The Political Economy of the Environment is a scholarly work that analyzes how economic and political power structures shape environmental policy, resource distribution, and ecological outcomes.
  • A. The Politics of Environment
    "The Politics of Environment" is a book by British author and politician Stanley Johnson that examines environmental issues and policy-making from a political and governmental perspective.
  • B. Ecological Economics: Principles and Applications
    Ecological Economics: Principles and Applications is a foundational textbook that introduces the theory and practice of ecological economics, emphasizing the integration of ecological limits with economic analysis and policy.
  • C. Cultural Environmentalism and Beyond
    "Cultural Environmentalism and Beyond" is a scholarly work by legal theorist James Boyle that explores the protection of the public domain and cultural commons in the face of expanding intellectual property rights.
  • D. 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.
  • E. 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.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec26311c8819093a81ff0fa43b33b completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb89ea388190b356df74e36023f7 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfdd73dcc8190bd0340b2f2a2c54a completed May 8, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69fdfe70e03481909eb9a9bf863f826b completed May 8, 2026, 3:17 p.m.
Created at: April 10, 2026, 1:29 a.m.