Triple
T19186805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A safe operating space for humanity |
E469722
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | A 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: A safe operating space for humanity | Statement: [A safe operating space for humanity, title, A safe operating space for humanity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A safe operating space for humanity Context triple: [A safe operating space for humanity, title, A 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.
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.
-
C.
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.
-
D.
Millennium Ecosystem Assessment
The Millennium Ecosystem Assessment was a major international scientific initiative that evaluated the consequences of ecosystem change for human well-being and provided a framework for action to conserve and sustainably use natural systems.
-
E.
Dominion: Humanity and the Biodiversity Crisis
Dominion: Humanity and the Biodiversity Crisis is a book by paleontologist Niles Eldredge that examines how human activities are driving a modern mass extinction and threatening global biodiversity.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f620f1f08190a0daaf0d1483d724 |
completed | April 20, 2026, 9:47 a.m. |
Created at: April 10, 2026, 12:07 p.m.