Triple

T19651162
Position Surface form Disambiguated ID Type / Status
Subject Will Steffen E471816 entity
Predicate hasResearchInterest P934 FINISHED
Object Earth system tipping points 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: Earth system tipping points | Statement: [Will Steffen, hasResearchInterest, Earth system tipping points]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Earth system tipping points
Context triple: [Will Steffen, hasResearchInterest, Earth system tipping points]
  • A. Nature Climate Change
    Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Earth system science
    Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
  • 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: Earth system tipping points
Target entity description: Earth system tipping points are critical thresholds in the global climate and Earth system beyond which small changes can trigger large, potentially irreversible shifts in environmental conditions.
  • A. Nature Climate Change
    Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Earth system science chosen
    Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
  • F. None of above.

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.