Triple

T283621
Position Surface form Disambiguated ID Type / Status
Subject Intergovernmental Panel on Climate Change E5840 entity
Predicate notableWork P4 FINISHED
Object Fifth Assessment Report
The Fifth Assessment Report is a comprehensive scientific evaluation of climate change published by the Intergovernmental Panel on Climate Change, synthesizing the latest research on its causes, impacts, and mitigation options.
E37667 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: Fifth Assessment Report | Statement: [Intergovernmental Panel on Climate Change, notableWork, Fifth Assessment Report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fifth Assessment Report
Context triple: [Intergovernmental Panel on Climate Change, notableWork, Fifth Assessment Report]
  • A. 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.
  • B. Special Report on Global Warming of 1.5 °C
    The Special Report on Global Warming of 1.5 °C is a landmark IPCC assessment outlining the impacts of global warming of 1.5°C above pre-industrial levels and the pathways needed to limit temperature rise to this threshold.
  • C. 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.
  • D. Third Assessment Report
    The Third Assessment Report is a major comprehensive evaluation of climate change science, impacts, and mitigation options produced by the Intergovernmental Panel on Climate Change in the early 2000s.
  • E. Special Report on the Ocean and Cryosphere in a Changing Climate
    The Special Report on the Ocean and Cryosphere in a Changing Climate is an IPCC scientific assessment detailing how climate change is affecting the world’s oceans, polar regions, and high-mountain areas, and outlining associated risks 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: Fifth Assessment Report
Triple: [Intergovernmental Panel on Climate Change, notableWork, Fifth Assessment Report]
Generated description
The Fifth Assessment Report is a comprehensive scientific evaluation of climate change published by the Intergovernmental Panel on Climate Change, synthesizing the latest research on its causes, impacts, and mitigation options.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fifth Assessment Report
Target entity description: The Fifth Assessment Report is a comprehensive scientific evaluation of climate change published by the Intergovernmental Panel on Climate Change, synthesizing the latest research on its causes, impacts, and mitigation options.
  • A. 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.
  • B. Special Report on Global Warming of 1.5 °C
    The Special Report on Global Warming of 1.5 °C is a landmark IPCC assessment outlining the impacts of global warming of 1.5°C above pre-industrial levels and the pathways needed to limit temperature rise to this threshold.
  • C. 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.
  • D. Third Assessment Report
    The Third Assessment Report is a major comprehensive evaluation of climate change science, impacts, and mitigation options produced by the Intergovernmental Panel on Climate Change in the early 2000s.
  • E. Special Report on the Ocean and Cryosphere in a Changing Climate
    The Special Report on the Ocean and Cryosphere in a Changing Climate is an IPCC scientific assessment detailing how climate change is affecting the world’s oceans, polar regions, and high-mountain areas, and outlining associated risks 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_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_69a3a3387b1c81909740dfe735efb399 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a3dfd2e08190855c8484888f5e3a completed March 1, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69a3a437525c8190b850a8fa841a3af8 completed March 1, 2026, 2:28 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.