Triple
T7182646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanley Johnson |
E167486
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E647731
|
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 Politics of Environment | Statement: [Stanley Johnson, notableWork, The Politics of Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Politics of Environment Context triple: [Stanley Johnson, notableWork, The Politics of Environment]
-
A.
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.
-
B.
The Challenge of the Environment
The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
-
C.
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.
-
D.
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.
-
E.
Politics of Nature: How to Bring the Sciences into Democracy
Politics of Nature: How to Bring the Sciences into Democracy is a philosophical work by Bruno Latour that rethinks the relationship between science, politics, and democracy by proposing new ways to include scientific and nonhuman actors in collective decision-making.
- 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 Politics of Environment Triple: [Stanley Johnson, notableWork, The Politics of Environment]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Politics of Environment Target entity description: "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.
-
A.
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.
-
B.
The Challenge of the Environment
The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
-
C.
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.
-
D.
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.
-
E.
Politics of Nature: How to Bring the Sciences into Democracy
Politics of Nature: How to Bring the Sciences into Democracy is a philosophical work by Bruno Latour that rethinks the relationship between science, politics, and democracy by proposing new ways to include scientific and nonhuman actors in collective decision-making.
- 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_69c6888a7c548190a3d39b52a393080f |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e8bd52648190a22412300254e5d4 |
completed | March 27, 2026, 8:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b94390d48190b7443c9c8cc41625 |
completed | March 28, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69c7b9c1afe48190bc55468790e84067 |
completed | March 28, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ba441f8c8190a4f88b140a1563f9 |
completed | March 28, 2026, 11:23 a.m. |
Created at: March 27, 2026, 2:49 p.m.