Triple

T2100156
Position Surface form Disambiguated ID Type / Status
Subject Fourth Assessment Report E37073 entity
Predicate workingGroupIIIContributionTitle P32948 FINISHED
Object 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.
E233924 NE FINISHED

How this triple was built (5 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: Mitigation of Climate Change | Statement: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mitigation of Climate Change
Context triple: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
  • A. How to Avoid a Climate Disaster
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • B. Sustainable Development Goal 13
    Sustainable Development Goal 13 is a United Nations global objective focused on taking urgent action to combat climate change and its impacts through mitigation, adaptation, and resilience-building measures.
  • 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. Science for a changing world
    "Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
  • E. Sustainable Development Goals
    The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • 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: Mitigation of Climate Change
Triple: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mitigation of Climate Change
Target entity description: "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.
  • A. How to Avoid a Climate Disaster
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • B. Sustainable Development Goal 13
    Sustainable Development Goal 13 is a United Nations global objective focused on taking urgent action to combat climate change and its impacts through mitigation, adaptation, and resilience-building measures.
  • 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. Science for a changing world
    "Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
  • E. Sustainable Development Goals
    The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: workingGroupIIIContributionTitle
Context triple: [Fourth Assessment Report, workingGroupIIIContributionTitle, Mitigation of Climate Change]
  • A. workingGroup
    Indicates that multiple entities collaborate as a designated team or committee to work together toward a shared task, project, or objective.
  • B. appendixIIIContent
    Indicates that the content pertains specifically to materials, items, or information listed in Appendix III of a referenced document or convention.
  • C. thirdPartTitle
    Indicates that an entity holds the title or designation of the third part in a sequence, series, or multipart structure.
  • D. hasWorkingGroupReport chosen
    Indicates that an entity is associated with, or has produced, a report generated by a working group.
  • E. scopeOfContribution
    Indicates the specific area, domain, or extent within which an entity’s contribution or involvement applies.
  • F. None of above.

Provenance (6 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abbabb512c819087b1d5ec8ef11e63 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3065f3588190bc483e07dda8cf71 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae3106488c8190a044d843a10f531a completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae31889bc0819092810ade1961d10e completed March 9, 2026, 2:33 a.m.
PD Predicate disambiguation batch_69abb7b6274081909df36cd7a7c6a675 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:43 p.m.