Triple
T14730970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James K. Boyce |
E346071
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Economics, the Environment and Our Common Wealth
"Economics, the Environment and Our Common Wealth" is a book by economist James K. Boyce that explores how economic policy can be designed to protect the environment while promoting social justice and shared prosperity.
|
E1117852
|
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: Economics, the Environment and Our Common Wealth | Statement: [James K. Boyce, notableWork, Economics, the Environment and Our Common Wealth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economics, the Environment and Our Common Wealth Context triple: [James K. Boyce, notableWork, Economics, the Environment and Our Common Wealth]
-
A.
Economics for the Common Good
Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
-
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.
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.
-
D.
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.
-
E.
Toward an Ecological Society
Toward an Ecological Society is a collection of essays by social theorist Murray Bookchin that outlines his vision of a decentralized, ecological, and libertarian socialist society.
- 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: Economics, the Environment and Our Common Wealth Triple: [James K. Boyce, notableWork, Economics, the Environment and Our Common Wealth]
Generated description
"Economics, the Environment and Our Common Wealth" is a book by economist James K. Boyce that explores how economic policy can be designed to protect the environment while promoting social justice and shared prosperity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economics, the Environment and Our Common Wealth Target entity description: "Economics, the Environment and Our Common Wealth" is a book by economist James K. Boyce that explores how economic policy can be designed to protect the environment while promoting social justice and shared prosperity.
-
A.
Economics for the Common Good
Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
-
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.
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.
-
D.
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.
-
E.
Toward an Ecological Society
Toward an Ecological Society is a collection of essays by social theorist Murray Bookchin that outlines his vision of a decentralized, ecological, and libertarian socialist society.
- 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.