Triple

T6451259
Position Surface form Disambiguated ID Type / Status
Subject James Boyle E139870 entity
Predicate notableWork P4 FINISHED
Object 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.
E593663 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: Cultural Environmentalism and Beyond | Statement: [James Boyle, notableWork, Cultural Environmentalism and Beyond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cultural Environmentalism and Beyond
Context triple: [James Boyle, notableWork, Cultural Environmentalism and Beyond]
  • A. The Deep Ecology Movement
    The Deep Ecology Movement is an environmental philosophy and activist movement that advocates for the intrinsic value of all living beings and calls for profound changes in human societies to live in harmony with the natural world.
  • B. 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.
  • 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. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • E. environmental humanities
    Environmental humanities is an interdisciplinary field that integrates insights from the arts, humanities, and social sciences to critically examine human-environment relationships and the cultural, ethical, and political dimensions of ecological issues.
  • 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: Cultural Environmentalism and Beyond
Triple: [James Boyle, notableWork, Cultural Environmentalism and Beyond]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cultural Environmentalism and Beyond
Target entity description: "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.
  • A. The Deep Ecology Movement
    The Deep Ecology Movement is an environmental philosophy and activist movement that advocates for the intrinsic value of all living beings and calls for profound changes in human societies to live in harmony with the natural world.
  • B. 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.
  • 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. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • E. environmental humanities
    Environmental humanities is an interdisciplinary field that integrates insights from the arts, humanities, and social sciences to critically examine human-environment relationships and the cultural, ethical, and political dimensions of ecological issues.
  • 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_69c008b301948190a35854e5284dc822 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069b4171c8190b0acad78700998ed completed March 22, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bd671d08190a24e8d666040bcc2 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64cc3f87081908e780fa21394b48e completed March 27, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c64d1f19448190b96759b5991d07d4 completed March 27, 2026, 9:25 a.m.
Created at: March 22, 2026, 4:47 p.m.