Triple
T4777770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johan Rockström |
E106092
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
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.
|
E469719
|
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: planetary boundaries framework | Statement: [Johan Rockström, knownFor, planetary boundaries framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: planetary boundaries framework Context triple: [Johan Rockström, knownFor, planetary boundaries framework]
-
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.
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.
Gaia hypothesis
The Gaia hypothesis is a scientific theory proposing that Earth’s living organisms and their inorganic surroundings interact to form a self-regulating, complex system that helps maintain conditions suitable for life.
-
D.
Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services
The Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) is a global body that synthesizes scientific knowledge on biodiversity and ecosystem services to inform and guide international policy decisions.
-
E.
Half-Earth Project
The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
- 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: planetary boundaries framework Triple: [Johan Rockström, knownFor, planetary boundaries framework]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: planetary boundaries framework Target entity description: 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.
-
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.
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.
Gaia hypothesis
The Gaia hypothesis is a scientific theory proposing that Earth’s living organisms and their inorganic surroundings interact to form a self-regulating, complex system that helps maintain conditions suitable for life.
-
D.
Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services
The Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) is a global body that synthesizes scientific knowledge on biodiversity and ecosystem services to inform and guide international policy decisions.
-
E.
Half-Earth Project
The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
- 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_69bd43f3074c8190937e7b0a457fe9f1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65881e2c8190aa5b57759885b2bb |
completed | March 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43caec588190880c47f11d3f2daf |
completed | March 21, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69be44df4e808190bb65ea205446a98f |
completed | March 21, 2026, 7:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be45bc7b2c8190aa293d2c10077864 |
completed | March 21, 2026, 7:16 a.m. |
Created at: March 20, 2026, 1:21 p.m.