Triple

T4154159
Position Surface form Disambiguated ID Type / Status
Subject The Revenge of Gaia E89975 entity
Predicate subtitle P2765 FINISHED
Object Earth’s Climate Crisis and the Fate of Humanity
"Earth’s Climate Crisis and the Fate of Humanity" is the subtitle of James Lovelock’s environmental science book *The Revenge of Gaia*, emphasizing the urgent, existential threat that global climate change poses to human civilization.
E417424 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: Earth’s Climate Crisis and the Fate of Humanity | Statement: [The Revenge of Gaia, subtitle, Earth’s Climate Crisis and the Fate of Humanity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Earth’s Climate Crisis and the Fate of Humanity
Context triple: [The Revenge of Gaia, subtitle, Earth’s Climate Crisis and the Fate of Humanity]
  • A. Facing Gaia: Eight Lectures on the New Climatic Regime
    "Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
  • B. How to Avoid a Climate Disaster
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • 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. CO2 Rising: The World’s Greatest Environmental Challenge
    CO2 Rising: The World’s Greatest Environmental Challenge is a popular science book that explains the science, sources, and global impacts of rising carbon dioxide levels in Earth’s atmosphere.
  • E. Scenes of a Family and a Planet in Crisis
    Scenes of a Family and a Planet in Crisis is the subtitle of the memoir "Our House Is on Fire," which chronicles Greta Thunberg’s family life and the emergence of her climate activism against the backdrop of the global environmental crisis.
  • 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: Earth’s Climate Crisis and the Fate of Humanity
Triple: [The Revenge of Gaia, subtitle, Earth’s Climate Crisis and the Fate of Humanity]
Generated description
"Earth’s Climate Crisis and the Fate of Humanity" is the subtitle of James Lovelock’s environmental science book *The Revenge of Gaia*, emphasizing the urgent, existential threat that global climate change poses to human civilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Earth’s Climate Crisis and the Fate of Humanity
Target entity description: "Earth’s Climate Crisis and the Fate of Humanity" is the subtitle of James Lovelock’s environmental science book *The Revenge of Gaia*, emphasizing the urgent, existential threat that global climate change poses to human civilization.
  • A. Facing Gaia: Eight Lectures on the New Climatic Regime
    "Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
  • B. How to Avoid a Climate Disaster
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • 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. CO2 Rising: The World’s Greatest Environmental Challenge
    CO2 Rising: The World’s Greatest Environmental Challenge is a popular science book that explains the science, sources, and global impacts of rising carbon dioxide levels in Earth’s atmosphere.
  • E. Scenes of a Family and a Planet in Crisis
    Scenes of a Family and a Planet in Crisis is the subtitle of the memoir "Our House Is on Fire," which chronicles Greta Thunberg’s family life and the emergence of her climate activism against the backdrop of the global environmental crisis.
  • 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_69aed95a59a881909b26e70b42c6811a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af027954008190a28841802055afe8 completed March 9, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f399c748190a87ca2a824dbfbca completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b580260a588190a2e1a84513a8c72f completed March 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69b580c46e7481908aa13c6d7c6e36de completed March 14, 2026, 3:37 p.m.
Created at: March 9, 2026, 3:44 p.m.