Triple

T10162665
Position Surface form Disambiguated ID Type / Status
Subject SROCC E233926 entity
Predicate hasChapter P35 FINISHED
Object Extremes, Abrupt Changes and Managing Risks
"Extremes, Abrupt Changes and Managing Risks" is a chapter of the IPCC Special Report on the Ocean and Cryosphere in a Changing Climate that examines how climate change intensifies extreme events and sudden shifts in ocean and cryosphere systems, and explores strategies for assessing and managing the associated risks.
E845595 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: Extremes, Abrupt Changes and Managing Risks | Statement: [SROCC, hasChapter, Extremes, Abrupt Changes and Managing Risks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Extremes, Abrupt Changes and Managing Risks
Context triple: [SROCC, hasChapter, Extremes, Abrupt Changes and Managing Risks]
  • A. Impacts, Adaptation and Vulnerability
    Impacts, Adaptation and Vulnerability is a major IPCC assessment volume that evaluates how climate change affects natural and human systems, their capacity to adapt, and the resulting risks and vulnerabilities.
  • B. Global Catastrophic Risks
    Global Catastrophic Risks is an edited academic volume that systematically examines threats capable of causing worldwide devastation or human extinction, along with strategies for assessing and mitigating them.
  • C. Facing Gaia: Eight Lectures on the New Climatic Regime
    "Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
  • D. Working Group II contribution to the IPCC Fifth Assessment Report
    The Working Group II contribution to the IPCC Fifth Assessment Report is a major scientific assessment focusing on the impacts of climate change, vulnerabilities of human and natural systems, and options for adaptation.
  • E. Global Platform for Disaster Risk Reduction
    The Global Platform for Disaster Risk Reduction is a biennial multi-stakeholder forum that serves as the main global venue for assessing progress, sharing knowledge, and setting priorities in reducing disaster risk and building resilience.
  • 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: Extremes, Abrupt Changes and Managing Risks
Triple: [SROCC, hasChapter, Extremes, Abrupt Changes and Managing Risks]
Generated description
"Extremes, Abrupt Changes and Managing Risks" is a chapter of the IPCC Special Report on the Ocean and Cryosphere in a Changing Climate that examines how climate change intensifies extreme events and sudden shifts in ocean and cryosphere systems, and explores strategies for assessing and managing the associated risks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Extremes, Abrupt Changes and Managing Risks
Target entity description: "Extremes, Abrupt Changes and Managing Risks" is a chapter of the IPCC Special Report on the Ocean and Cryosphere in a Changing Climate that examines how climate change intensifies extreme events and sudden shifts in ocean and cryosphere systems, and explores strategies for assessing and managing the associated risks.
  • A. Impacts, Adaptation and Vulnerability
    Impacts, Adaptation and Vulnerability is a major IPCC assessment volume that evaluates how climate change affects natural and human systems, their capacity to adapt, and the resulting risks and vulnerabilities.
  • B. Global Catastrophic Risks
    Global Catastrophic Risks is an edited academic volume that systematically examines threats capable of causing worldwide devastation or human extinction, along with strategies for assessing and mitigating them.
  • C. Facing Gaia: Eight Lectures on the New Climatic Regime
    "Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
  • D. Working Group II contribution to the IPCC Fifth Assessment Report
    The Working Group II contribution to the IPCC Fifth Assessment Report is a major scientific assessment focusing on the impacts of climate change, vulnerabilities of human and natural systems, and options for adaptation.
  • E. Global Platform for Disaster Risk Reduction
    The Global Platform for Disaster Risk Reduction is a biennial multi-stakeholder forum that serves as the main global venue for assessing progress, sharing knowledge, and setting priorities in reducing disaster risk and building resilience.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec5b5194819095645e9174897b0f completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300cc37dc8190b331c8d205f40284 completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:09 p.m.