Triple

T283618
Position Surface form Disambiguated ID Type / Status
Subject Intergovernmental Panel on Climate Change E5840 entity
Predicate notableWork P4 FINISHED
Object Second Assessment Report
The Second Assessment Report is a major 1995 IPCC publication that comprehensively evaluated the scientific evidence for human-induced climate change and significantly influenced international climate policy, including the Kyoto Protocol negotiations.
E36773 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: Second Assessment Report | Statement: [Intergovernmental Panel on Climate Change, notableWork, Second Assessment Report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Assessment Report
Context triple: [Intergovernmental Panel on Climate Change, notableWork, Second Assessment Report]
  • A. Inventory of U.S. Greenhouse Gas Emissions and Sinks
    The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
  • B. Science and Engineering Indicators report
    The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
  • C. Annex 9 Climate Change Impacts
    Annex 9 Climate Change Impacts is a component of the Great Lakes Water Quality Agreement that addresses how climate change affects the Great Lakes ecosystem and guides cooperative adaptation and mitigation actions by the parties.
  • D. Intergovernmental Panel on Climate Change
    The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
  • E. State of the World’s Forests
    State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
  • 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: Second Assessment Report
Triple: [Intergovernmental Panel on Climate Change, notableWork, Second Assessment Report]
Generated description
The Second Assessment Report is a major 1995 IPCC publication that comprehensively evaluated the scientific evidence for human-induced climate change and significantly influenced international climate policy, including the Kyoto Protocol negotiations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Assessment Report
Target entity description: The Second Assessment Report is a major 1995 IPCC publication that comprehensively evaluated the scientific evidence for human-induced climate change and significantly influenced international climate policy, including the Kyoto Protocol negotiations.
  • A. Inventory of U.S. Greenhouse Gas Emissions and Sinks
    The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
  • B. Science and Engineering Indicators report
    The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
  • C. Annex 9 Climate Change Impacts
    Annex 9 Climate Change Impacts is a component of the Great Lakes Water Quality Agreement that addresses how climate change affects the Great Lakes ecosystem and guides cooperative adaptation and mitigation actions by the parties.
  • D. Intergovernmental Panel on Climate Change
    The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
  • E. State of the World’s Forests
    State of the World’s Forests is a recurring flagship report that provides global assessments and analysis of the status, trends, and policy issues related to the world’s forests and forestry sector.
  • 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e0d789881908d6a9a8d6a0d4a6c completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69a399a9b5f48190b5807373ed3163e3 completed March 1, 2026, 1:43 a.m.
NEDg Description generation batch_69a39a26127c819085839fe3f2f5707c completed March 1, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69a39a676c048190b0ab280ffe729d72 completed March 1, 2026, 1:46 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.