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.