Triple

T14730972
Position Surface form Disambiguated ID Type / Status
Subject James K. Boyce E346071 entity
Predicate notableWork P4 FINISHED
Object Reclaiming Nature: Environmental Justice and Ecological Restoration
"Reclaiming Nature: Environmental Justice and Ecological Restoration" is a scholarly work that explores how ecological restoration efforts can be designed and governed to advance environmental justice and equitable distribution of environmental benefits and burdens.
E1117854 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: Reclaiming Nature: Environmental Justice and Ecological Restoration | Statement: [James K. Boyce, notableWork, Reclaiming Nature: Environmental Justice and Ecological Restoration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reclaiming Nature: Environmental Justice and Ecological Restoration
Context triple: [James K. Boyce, notableWork, Reclaiming Nature: Environmental Justice and Ecological Restoration]
  • A. Ecology and Liberation
    Ecology and Liberation is a theological work by Leonardo Boff that links environmental concerns with social justice and liberation theology, arguing for the ethical and spiritual imperative of ecological responsibility.
  • B. 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.
  • 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 Three Ecologies
    The Three Ecologies is a short philosophical work by Félix Guattari that proposes an expanded notion of ecology encompassing environmental, social, and mental dimensions to address contemporary capitalist and ecological crises.
  • E. 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.
  • 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: Reclaiming Nature: Environmental Justice and Ecological Restoration
Triple: [James K. Boyce, notableWork, Reclaiming Nature: Environmental Justice and Ecological Restoration]
Generated description
"Reclaiming Nature: Environmental Justice and Ecological Restoration" is a scholarly work that explores how ecological restoration efforts can be designed and governed to advance environmental justice and equitable distribution of environmental benefits and burdens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reclaiming Nature: Environmental Justice and Ecological Restoration
Target entity description: "Reclaiming Nature: Environmental Justice and Ecological Restoration" is a scholarly work that explores how ecological restoration efforts can be designed and governed to advance environmental justice and equitable distribution of environmental benefits and burdens.
  • A. Ecology and Liberation
    Ecology and Liberation is a theological work by Leonardo Boff that links environmental concerns with social justice and liberation theology, arguing for the ethical and spiritual imperative of ecological responsibility.
  • B. 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.
  • 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 Three Ecologies
    The Three Ecologies is a short philosophical work by Félix Guattari that proposes an expanded notion of ecology encompassing environmental, social, and mental dimensions to address contemporary capitalist and ecological crises.
  • E. 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.
  • 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.