Triple

T2100101
Position Surface form Disambiguated ID Type / Status
Subject Third Assessment Report E37072 entity
Predicate includesVolume P20232 FINISHED
Object 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.
E233921 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: Impacts, Adaptation and Vulnerability | Statement: [Third Assessment Report, includesVolume, Impacts, Adaptation and Vulnerability]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Impacts, Adaptation and Vulnerability
Context triple: [Third Assessment Report, includesVolume, Impacts, Adaptation and Vulnerability]
  • A. 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.
  • B. 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.
  • C. Sendai Framework for Disaster Risk Reduction 2015–2030
    The Sendai Framework for Disaster Risk Reduction 2015–2030 is a global UN-endorsed agreement that sets priorities and targets for reducing disaster risk and enhancing resilience to natural and human-made hazards worldwide.
  • D. 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.
  • E. Global Framework for Climate Services
    The Global Framework for Climate Services is a United Nations-led initiative that coordinates the production and use of climate information to support decision-making in areas such as agriculture, water management, health, and disaster risk reduction worldwide.
  • 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: Impacts, Adaptation and Vulnerability
Triple: [Third Assessment Report, includesVolume, Impacts, Adaptation and Vulnerability]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Impacts, Adaptation and Vulnerability
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Sendai Framework for Disaster Risk Reduction 2015–2030
    The Sendai Framework for Disaster Risk Reduction 2015–2030 is a global UN-endorsed agreement that sets priorities and targets for reducing disaster risk and enhancing resilience to natural and human-made hazards worldwide.
  • D. 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.
  • E. Global Framework for Climate Services
    The Global Framework for Climate Services is a United Nations-led initiative that coordinates the production and use of climate information to support decision-making in areas such as agriculture, water management, health, and disaster risk reduction worldwide.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abbdc11a048190ba3bbc60f90f34e1 completed March 7, 2026, 5:55 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.
Created at: March 4, 2026, 7:43 p.m.