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.