Triple

T19651170
Position Surface form Disambiguated ID Type / Status
Subject Will Steffen E471816 entity
Predicate coAuthorOf P2389 FINISHED
Object Global Change and the Earth System: A Planet Under Pressure NE NERFINISHED

How this triple was built (3 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: Global Change and the Earth System: A Planet Under Pressure | Statement: [Will Steffen, coAuthorOf, Global Change and the Earth System: A Planet Under Pressure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Change and the Earth System: A Planet Under Pressure
Context triple: [Will Steffen, coAuthorOf, Global Change and the Earth System: A Planet Under Pressure]
  • 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. 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.
  • C. Science for a changing world
    "Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
  • D. Earth Interactions
    Earth Interactions is a peer-reviewed scientific journal focusing on the interactions among the atmosphere, oceans, land, and biosphere, published by the American Meteorological Society.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Change and the Earth System: A Planet Under Pressure
Target entity description: Global Change and the Earth System: A Planet Under Pressure is a scientific book that synthesizes research on how human activities are transforming the Earth’s biophysical systems and explores the implications for global environmental sustainability.
  • 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. 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.
  • C. Science for a changing world
    "Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
  • D. Earth Interactions
    Earth Interactions is a peer-reviewed scientific journal focusing on the interactions among the atmosphere, oceans, land, and biosphere, published by the American Meteorological Society.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64141f61c819098fe148581fb1747 completed April 20, 2026, 3:07 p.m.
Created at: April 10, 2026, 1:44 p.m.