Triple

T8956126
Position Surface form Disambiguated ID Type / Status
Subject Representative Concentration Pathways E213474 entity
Predicate areComplementedBy P162 FINISHED
Object Shared Socioeconomic Pathways
Shared Socioeconomic Pathways are a set of standardized global scenarios describing possible future societal developments—such as population, economic growth, and technology—that are used to assess climate change impacts, adaptation, and mitigation.
E767434 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: Shared Socioeconomic Pathways | Statement: [Representative Concentration Pathways, areComplementedBy, Shared Socioeconomic Pathways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shared Socioeconomic Pathways
Context triple: [Representative Concentration Pathways, areComplementedBy, Shared Socioeconomic Pathways]
  • A. Representative Concentration Pathways
    Representative Concentration Pathways are standardized greenhouse gas concentration trajectories used in climate modeling to project future climate change under different emissions scenarios.
  • B. MIT Joint Program on the Science and Policy of Global Change
    The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
  • C. IPCC Working Group I contribution to the IPCC Sixth Assessment Report
    The IPCC Working Group I contribution to the IPCC Sixth Assessment Report is a comprehensive scientific assessment of the physical science basis of climate change, summarizing the latest research on climate systems, observed changes, and future projections.
  • D. Perspectives on Global Development
    Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
  • E. Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development
    The Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development is the official UN-agreed set of statistical measures used to monitor and track global progress toward achieving all 17 SDGs and their associated targets.
  • 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: Shared Socioeconomic Pathways
Triple: [Representative Concentration Pathways, areComplementedBy, Shared Socioeconomic Pathways]
Generated description
Shared Socioeconomic Pathways are a set of standardized global scenarios describing possible future societal developments—such as population, economic growth, and technology—that are used to assess climate change impacts, adaptation, and mitigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shared Socioeconomic Pathways
Target entity description: Shared Socioeconomic Pathways are a set of standardized global scenarios describing possible future societal developments—such as population, economic growth, and technology—that are used to assess climate change impacts, adaptation, and mitigation.
  • A. Representative Concentration Pathways
    Representative Concentration Pathways are standardized greenhouse gas concentration trajectories used in climate modeling to project future climate change under different emissions scenarios.
  • B. MIT Joint Program on the Science and Policy of Global Change
    The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
  • C. IPCC Working Group I contribution to the IPCC Sixth Assessment Report
    The IPCC Working Group I contribution to the IPCC Sixth Assessment Report is a comprehensive scientific assessment of the physical science basis of climate change, summarizing the latest research on climate systems, observed changes, and future projections.
  • D. Perspectives on Global Development
    Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
  • E. Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development
    The Global indicator framework for the Sustainable Development Goals and targets of the 2030 Agenda for Sustainable Development is the official UN-agreed set of statistical measures used to monitor and track global progress toward achieving all 17 SDGs and their associated targets.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6728965881908e9f14aaee0c5a18 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc216ff2c819098056dff0de9479f completed April 3, 2026, 1:35 p.m.
NEDg Description generation batch_69cfc39465c48190811f56918fe48526 completed April 3, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfc3e6694c8190a03eb55a5b04df52 completed April 3, 2026, 1:43 p.m.
Created at: March 30, 2026, 7 p.m.