Triple

T19651166
Position Surface form Disambiguated ID Type / Status
Subject Will Steffen E471816 entity
Predicate coAuthorOf P2389 FINISHED
Object Planetary boundaries: exploring the safe operating space for humanity — NE NERFINISHED

How this triple was built (2 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: Planetary boundaries: exploring the safe operating space for humanity | Statement: [Will Steffen, coAuthorOf, Planetary boundaries: exploring the safe operating space for humanity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Planetary boundaries: exploring the safe operating space for humanity
Context triple: [Will Steffen, coAuthorOf, Planetary boundaries: exploring the safe operating space for humanity]
  • A. “A safe operating space for humanity” chosen
    “A safe operating space for humanity” is a landmark scientific paper that introduced the planetary boundaries framework, defining environmental limits within which human societies can safely operate.
  • B. planetary boundaries framework
    The planetary boundaries framework is a scientific model that identifies critical Earth system thresholds to define a safe operating space for humanity and guide sustainable development.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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.