Triple

T9893300
Position Surface form Disambiguated ID Type / Status
Subject Geophysical Fluid Dynamics Laboratory E181507 entity
Predicate contributesTo P477 FINISHED
Object U.S. National Climate Assessments
The U.S. National Climate Assessments are comprehensive federal reports that synthesize the latest scientific knowledge on climate change impacts, risks, and adaptation across the United States to inform policy and decision-making.
E828517 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: U.S. National Climate Assessments | Statement: [Geophysical Fluid Dynamics Laboratory, contributesTo, U.S. National Climate Assessments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. National Climate Assessments
Context triple: [Geophysical Fluid Dynamics Laboratory, contributesTo, U.S. National Climate Assessments]
  • A. IPCC Assessment Reports
    The IPCC Assessment Reports are comprehensive, periodic evaluations by the Intergovernmental Panel on Climate Change that synthesize the state of scientific knowledge on climate change, its impacts, and potential mitigation and adaptation strategies.
  • B. U.S. Nationally Determined Contribution
    The U.S. Nationally Determined Contribution is the United States’ formal climate pledge under the Paris Agreement, outlining its targets and strategies for reducing greenhouse gas emissions and enhancing climate resilience.
  • C. Fourth Assessment Report
    The Fourth Assessment Report is a major 2007 synthesis by the Intergovernmental Panel on Climate Change that comprehensively evaluated the scientific evidence for climate change, its impacts, and mitigation options, and strongly influenced global climate policy discussions.
  • D. National Centers for Environmental Information
    The National Centers for Environmental Information is a U.S. federal organization that archives, manages, and provides public access to extensive environmental, atmospheric, oceanic, and geophysical data.
  • E. Sixth Assessment Report
    The Sixth Assessment Report is the latest comprehensive evaluation by the Intergovernmental Panel on Climate Change summarizing current scientific knowledge on climate change, its impacts, and mitigation and adaptation options.
  • 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: U.S. National Climate Assessments
Triple: [Geophysical Fluid Dynamics Laboratory, contributesTo, U.S. National Climate Assessments]
Generated description
The U.S. National Climate Assessments are comprehensive federal reports that synthesize the latest scientific knowledge on climate change impacts, risks, and adaptation across the United States to inform policy and decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. National Climate Assessments
Target entity description: The U.S. National Climate Assessments are comprehensive federal reports that synthesize the latest scientific knowledge on climate change impacts, risks, and adaptation across the United States to inform policy and decision-making.
  • A. IPCC Assessment Reports
    The IPCC Assessment Reports are comprehensive, periodic evaluations by the Intergovernmental Panel on Climate Change that synthesize the state of scientific knowledge on climate change, its impacts, and potential mitigation and adaptation strategies.
  • B. U.S. Nationally Determined Contribution
    The U.S. Nationally Determined Contribution is the United States’ formal climate pledge under the Paris Agreement, outlining its targets and strategies for reducing greenhouse gas emissions and enhancing climate resilience.
  • C. Fourth Assessment Report
    The Fourth Assessment Report is a major 2007 synthesis by the Intergovernmental Panel on Climate Change that comprehensively evaluated the scientific evidence for climate change, its impacts, and mitigation options, and strongly influenced global climate policy discussions.
  • D. National Centers for Environmental Information
    The National Centers for Environmental Information is a U.S. federal organization that archives, manages, and provides public access to extensive environmental, atmospheric, oceanic, and geophysical data.
  • E. Sixth Assessment Report
    The Sixth Assessment Report is the latest comprehensive evaluation by the Intergovernmental Panel on Climate Change summarizing current scientific knowledge on climate change, its impacts, and mitigation and adaptation options.
  • 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_69ca8283a6708190801af7a25a7ebb9f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb48271d48190b718c7f6b2fe315b completed April 2, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb0d984c81908408f90f156624e5 completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1edaceb608190a75e738a34c6d16f completed April 5, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69d1ee5b837c8190b294a78cebf141ae completed April 5, 2026, 5:08 a.m.
Created at: March 30, 2026, 8:39 p.m.