Triple

T21268182
Position Surface form Disambiguated ID Type / Status
Subject Royal Meteorological Society E524184 entity
Predicate publishes P80 FINISHED
Object Climate Resilience and Sustainability
Climate Resilience and Sustainability is a scholarly journal focusing on research and strategies that enhance society’s ability to adapt to and mitigate the impacts of climate change while promoting sustainable development.
E1475433 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: Climate Resilience and Sustainability | Statement: [Royal Meteorological Society, publishes, Climate Resilience and Sustainability]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Climate Resilience and Sustainability
Context triple: [Royal Meteorological Society, publishes, Climate Resilience and Sustainability]
  • A. Mitigation of Climate Change
    "Mitigation of Climate Change" is the title of the Working Group III contribution to the IPCC Fourth Assessment Report, focusing on strategies and policies to reduce greenhouse gas emissions and limit global warming.
  • B. Water and Sustainable Development
    Water and Sustainable Development was the central theme of Expo 2008 in Zaragoza, focusing on global water challenges, sustainable resource management, and their role in human and environmental well-being.
  • C. Environmental Stewardship
    Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
  • D. LIFE Climate Change Mitigation and Adaptation
    LIFE Climate Change Mitigation and Adaptation is an EU funding sub-programme that supports projects aimed at reducing greenhouse gas emissions and enhancing resilience to the impacts of climate change.
  • E. Climate of Change
    "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
  • 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: Climate Resilience and Sustainability
Triple: [Royal Meteorological Society, publishes, Climate Resilience and Sustainability]
Generated description
Climate Resilience and Sustainability is a scholarly journal focusing on research and strategies that enhance society’s ability to adapt to and mitigate the impacts of climate change while promoting sustainable development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Climate Resilience and Sustainability
Target entity description: Climate Resilience and Sustainability is a scholarly journal focusing on research and strategies that enhance society’s ability to adapt to and mitigate the impacts of climate change while promoting sustainable development.
  • A. Mitigation of Climate Change
    "Mitigation of Climate Change" is the title of the Working Group III contribution to the IPCC Fourth Assessment Report, focusing on strategies and policies to reduce greenhouse gas emissions and limit global warming.
  • B. Water and Sustainable Development
    Water and Sustainable Development was the central theme of Expo 2008 in Zaragoza, focusing on global water challenges, sustainable resource management, and their role in human and environmental well-being.
  • C. Environmental Stewardship
    Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
  • D. LIFE Climate Change Mitigation and Adaptation
    LIFE Climate Change Mitigation and Adaptation is an EU funding sub-programme that supports projects aimed at reducing greenhouse gas emissions and enhancing resilience to the impacts of climate change.
  • E. Climate of Change
    "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
  • 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_69e0b5156d7881909bd4f83676590715 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735ee38cc81909b4e7c5996bb64f9 completed April 21, 2026, 8:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09900313748190a2ecc88cfd2b9c78 completed May 17, 2026, 9:53 a.m.
NEDg Description generation batch_6a0993b803b8819099eb7082303677d7 completed May 17, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0994235124819098fcf0b30bb0f757 completed May 17, 2026, 10:10 a.m.
Created at: April 16, 2026, 4 p.m.