Triple

T6639375
Position Surface form Disambiguated ID Type / Status
Subject Karl-Henrik Robèrt E150545 entity
Predicate associatedWith P37 FINISHED
Object The Natural Step International
The Natural Step International is a non-profit organization and global network that promotes sustainability through a science-based framework for strategic decision-making in businesses and communities.
 E608281 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: The Natural Step International | Statement: [Karl-Henrik Robèrt, associatedWith, The Natural Step International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Natural Step International
Context triple: [Karl-Henrik Robèrt, associatedWith, The Natural Step International]
  • A. Natural Resources Defense Council
    The Natural Resources Defense Council is a prominent U.S.-based environmental advocacy organization that uses science, law, and policy to protect natural resources and public health.
  • B. World Resources Institute
    The World Resources Institute is a global research organization that works with governments, businesses, and civil society to develop practical solutions for environmental sustainability, climate action, and equitable resource use.
  • C. Friends of the Earth International
    Friends of the Earth International is a global network of grassroots environmental organizations campaigning for ecological sustainability, climate justice, and the protection of communities and natural resources.
  • D. Conservation International
    Conservation International is a global environmental nonprofit organization dedicated to protecting nature and biodiversity to ensure a sustainable future for people and the planet.
  • E. GoodPlanet Foundation
    GoodPlanet Foundation is a French non-profit organization dedicated to environmental protection, sustainability education, and promoting ecological awareness worldwide.
  • 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: The Natural Step International
Triple: [Karl-Henrik Robèrt, associatedWith, The Natural Step International]
Generated description
The Natural Step International is a non-profit organization and global network that promotes sustainability through a science-based framework for strategic decision-making in businesses and communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Natural Step International
Target entity description: The Natural Step International is a non-profit organization and global network that promotes sustainability through a science-based framework for strategic decision-making in businesses and communities.
  • A. Natural Resources Defense Council
    The Natural Resources Defense Council is a prominent U.S.-based environmental advocacy organization that uses science, law, and policy to protect natural resources and public health.
  • B. World Resources Institute
    The World Resources Institute is a global research organization that works with governments, businesses, and civil society to develop practical solutions for environmental sustainability, climate action, and equitable resource use.
  • C. Friends of the Earth International
    Friends of the Earth International is a global network of grassroots environmental organizations campaigning for ecological sustainability, climate justice, and the protection of communities and natural resources.
  • D. Conservation International
    Conservation International is a global environmental nonprofit organization dedicated to protecting nature and biodiversity to ensure a sustainable future for people and the planet.
  • E. GoodPlanet Foundation
    GoodPlanet Foundation is a French non-profit organization dedicated to environmental protection, sustainability education, and promoting ecological awareness worldwide.
  • 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_69c687f0ceb08190bf40807bfc605fa5 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aff1fe8081908c32db341b0fb354 completed March 27, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e455edb88190983f74f39e55665c completed March 27, 2026, 8:11 p.m.
NEDg Description generation batch_69c6e8584bd08190bb45747aca6e9327 completed March 27, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69c6e8dcc9bc819099ba39f67677195b completed March 27, 2026, 8:30 p.m.
Created at: March 27, 2026, 2 p.m.