Triple

T283620
Position Surface form Disambiguated ID Type / Status
Subject Intergovernmental Panel on Climate Change E5840 entity
Predicate notableWork P4 FINISHED
Object 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.
E37073 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: Fourth Assessment Report | Statement: [Intergovernmental Panel on Climate Change, notableWork, Fourth Assessment Report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fourth Assessment Report
Context triple: [Intergovernmental Panel on Climate Change, notableWork, Fourth Assessment Report]
  • A. 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.
  • 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. Special Report on Climate Change and Land
    The Special Report on Climate Change and Land is a landmark IPCC assessment examining how climate change affects land systems and how land use, agriculture, and forestry can contribute to both mitigation and adaptation.
  • D. First Assessment Report
    The First Assessment Report is the inaugural comprehensive scientific evaluation of climate change produced by the Intergovernmental Panel on Climate Change, which laid the foundation for global climate policy discussions in the early 1990s.
  • E. Task Force on National Greenhouse Gas Inventories
    The Task Force on National Greenhouse Gas Inventories is an expert body that develops internationally accepted methodologies and guidelines for countries to estimate and report their greenhouse gas emissions and removals.
  • 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: Fourth Assessment Report
Triple: [Intergovernmental Panel on Climate Change, notableWork, Fourth Assessment Report]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fourth Assessment Report
Target entity description: 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.
  • A. 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.
  • 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. Special Report on Climate Change and Land
    The Special Report on Climate Change and Land is a landmark IPCC assessment examining how climate change affects land systems and how land use, agriculture, and forestry can contribute to both mitigation and adaptation.
  • D. First Assessment Report
    The First Assessment Report is the inaugural comprehensive scientific evaluation of climate change produced by the Intergovernmental Panel on Climate Change, which laid the foundation for global climate policy discussions in the early 1990s.
  • E. Task Force on National Greenhouse Gas Inventories
    The Task Force on National Greenhouse Gas Inventories is an expert body that develops internationally accepted methodologies and guidelines for countries to estimate and report their greenhouse gas emissions and removals.
  • 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_69a39d05c8e48190842e012378532d40 completed March 1, 2026, 1:57 a.m.
NEDg Description generation batch_69a39d5559bc8190bf6624e5305394e7 completed March 1, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69a39ddc79c08190a8978efe7b6d08f6 completed March 1, 2026, 2:01 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.