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.